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Generative AI security to help Organizations enhance, optimize, manage security of Generative AI applications and workflows against adversarial ML, LLM and prompt security, Model risks, threats, vulnerabilities, privacy, leakage and integrity attacks.

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video_play_inview="1" video_play_mobile="1" mp4_url="https://alertai.com/wp-content/uploads/2024/09/Alert-AI-Landing-page-video_v4b2-1080p-240812.mp4" video_offset_play="1"][vc_column content_align="text-center"][/vc_column][vc_column][/vc_column][/vc_row][vc_row row_type="full_width" type="container" bg_select="bg_color_section" bg_color="#ffffff" anchor="problem" p_top="65"][vc_column][wbc_heading tag="h3" heading_style="heading-3" align="center" wbc_animation="slideInDown" title="|GEN AI APPS| ON RISE?" font_size="35" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-3" align="center" wbc_animation="slideInDown" title="AI AGENTS, AI WORKFLOWS IN |BUSINESS|?" font_size="35" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-3" align="center" title="|WORRIED| ABOUT SECURITY? " font_size="35" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632"][vc_column_text] Left Unguarded, security risks around GenAI would lead to serious breaches, Enterprise fallouts. Organizations ride momentum to GenAI, for what is yet largest security risk. Adversarial attacks, LLM &amp; Model Vulnerabilities Data Privacy violations, Copyright legal exposures, Sensitive information disclosures are only few among them. [/vc_column_text][vc_row_inner][vc_column_inner width="1/4"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomInUp" heading="ADVERSARIAL ATTACKS" icon_size="65" icon_bg_color="#ffffff" icon_bg_color_hover="#ffffff" icon_img="1949" icon_color_hover="#ffffff" icon_border_color_hover="#ffffff" icon_outline_color="#ffffff" icon_outline_color_hover="#fd9528" icon_outline_spacing="8" icon_color="#ffffff" heading_size="25"]Attacks on AI Integrity, Data Manipulation, Poisoning, Evasion, Feature corruption attacks [/wbc_icon_box][/vc_column_inner][vc_column_inner width="1/4"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomInUp" heading="PRIVACY, SENSITIVE INFORMATION, TRUST" icon_size="65" icon_bg_color="#fd9528" icon_color_hover="#ffffff" icon_color="#ffffff" icon_bg_color_hover="#ffffff" icon_img="1947" icon_border_color_hover="#ffffff" icon_outline_color_hover="#fd9528" icon_outline_spacing="8" icon_outline_color="#ffffff" heading_size="25"]Data privacy, Sensitive content, Copyright &amp; Legal, InSecure LLM Tokenizers, Rogue manipulations, Prompt attacks.[/wbc_icon_box][/vc_column_inner][vc_column_inner width="1/4"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomInUp" heading="LLM & MODEL VULNERABILITIES" icon_size="65" icon_bg_color="#ffffff" icon_color_hover="#ffffff" icon_color="#ffffff" icon_bg_color_hover="#ffffff" icon_img="1945" icon_outline_color_hover="#fd9528" icon_outline_spacing="8" icon_outline_color="#ffffff" heading_size="25"]Automated Vulnerabilities Scan, GenAI &amp; AI Attack surface management,  Recommendations, AI Security posture [/wbc_icon_box][/vc_column_inner][vc_column_inner width="1/4"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomInUp" heading="INTEGRITY, GOVERNANCE, COMPLAINCE" icon_size="65" icon_bg_color="#fd9528" icon_color_hover="#ffffff" icon_color="#ffffff" icon_bg_color_hover="#ffffff" icon_img="1948" icon_border_color_hover="#ffffff" icon_outline_color_hover="#fd9528" icon_outline_spacing="8" icon_outline_color="#ffffff" heading_size="25"]Spills, Leaks, Contaminations, Inference, Training time attacks, Environmental, Transboundary pollutions. &nbsp;[/wbc_icon_box][/vc_column_inner][/vc_row_inner][vc_empty_space height="20px"][vc_empty_space][vc_empty_space height="50px"][/vc_column][/vc_row][vc_row row_type="full_width" type="container" bg_select="bg_color_section" p_top="60" p_bottom="50" border_color="#ebebeb" anchor="About" bg_color="#ffffff"][vc_column][wbc_heading tag="h3" heading_style="heading-3" align="center" title="WE HAVE A |SOLUTION|" font_size="35" m_bottom="0"][wbc_heading tag="h1" heading_style="heading-3" align="center" title="|SECURITY| FOR GEN AI APPS, AI AGENTS, WORKFLOWS" font_size="35" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-3" align="center" title="END-TO-END, |INTEROPERABLE|" font_size="35" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632"][wbc_heading tag="div" align="center" title="Designed for the enterprise. |Enhance, Optimize, Manage| security of Generative AI applications and workflows" font_size="25" m_bottom="37" max_width="750" m_left="auto" m_right="auto"][/vc_column][vc_column width="1/2"][vc_empty_space height="160px"][vc_tta_pageable no_fill_content_area="true" autoplay="20" active_section="1" pagination_style="outline-square" css_animation="none" css=".vc_custom_1726183319861{background-color: #f9f9f9 !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;border-radius: 5px !important;}"][vc_tta_section title="Section 1" tab_id="1722657998050-4040a871-ec3d"][video_player_for_wpbakery video="1784" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 3" tab_id="1722707112966-0a941959-ec34"][video_player_for_wpbakery video="1788" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 3" tab_id="1725135056120-87e686b5-47d7"][video_player_for_wpbakery video="1776" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][/vc_tta_pageable][/vc_column][vc_column width="1/2"][wbc_heading tag="h4" heading_style="heading-3" title="UNCOVER SECURITY BLIND SPOTS" font_size="25" m_bottom="0"][vc_empty_space height="20px"][wbc_heading tag="h3" heading_style="heading-1" title="AI ENVIRONMENTS ARE COMPLEX, VULNERABLE, MULTI-PRONGED" font_size="35" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632" m_left="0"][wbc_heading tag="div" title="Generative AI is the new IT Perimeter. Data science is new Security Realm." font_size="25" m_bottom="15" max_width="750" m_left="auto" m_right="auto" m_top="auto"][wbc_button button_text="TURN COMPLEXITY INTO CLARITY" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" el_class="scroll-button" link="url:%231722707112966-0a941959-ec34" padding_top="0" padding_bottom="0" margin_top="0" margin_bottom="0"][vc_column_text]Discover, track, alert on insecure access,  unusual usage of AI assets. Trace back to single point-of-origin  with AI lineage. 360 view  command, control,  reconnaissance,  lateral movements.x[/vc_column_text][wbc_button button_text="ADVERSARIAL LLM & ML THREAT DETECTION" align_button="left" font_size="25" hover_bg_color="#ffffff" hover_border_color="#ffffff" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725135056120-87e686b5-47d7" el_class="scroll-button" padding_top="0" padding_bottom="0" padding_right="auto" margin_top="0" margin_bottom="0" margin_left="0" margin_right="0"][vc_column_text]Detect Adversarial threats on LLMs, Models, poison, evasion, exfiltration, infiltration, feature corruption attacks using IOC, IOA's, threat intelligence. Detect malicious injected exploitable deltas.[/vc_column_text][wbc_button button_text="LLM & MODEL VULNERABILITIES MANAGEMENT" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" el_class="scroll-button" link="url:%231722657998050-4040a871-ec3d" padding_top="0" padding_bottom="0" margin_top="0" margin_bottom="0"][vc_column_text]Automated LLM and model Vulnerability scan. Domain-specific integration.  Recommendations, Reviews,Issues, Model, LLM, Prompt, RAG Vulnerability database.[/vc_column_text][/vc_column][/vc_row][vc_row row_type="full_width" type="container" bg_select="bg_color_section" p_top="60" p_bottom="50" border_color="#ebebeb" anchor="mobile-app"][vc_column width="1/2"][wbc_heading tag="h4" heading_style="heading-3" title="SECURE WAY TO USE AI FOR BUSINESS" font_size="25" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-1" title="STOP RISKS THAT STEAL INTELLIGENCE AND DERAIL OPERATIONS" font_size="35" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632" m_left="0"][wbc_heading tag="div" title="Generative AI is New Attack Vector endangering Enterprises. Elevate Security for high-value use cases. Ensure the reliability and trustworthiness of LLMs." font_size="22" m_bottom="5" max_width="750" m_left="auto" m_right="auto" p_top="0" p_bottom="0"][wbc_button button_text="DETECT ROGUE MODELS, RISKY PIPELINES," align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725134549782-2a2097b8-eb5c" el_class="scroll-button" padding_top="10" padding_bottom="0"][wbc_button button_text="HARMFUL PROMPTS" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725134549782-2a2097b8-eb5c" el_class="scroll-button" padding_top="10" padding_bottom="0"][vc_column_text]Training, Evaluation, Inference analytics, Log anomaly detection, Metric anomaly detection, Model behavior analytics,  Prompt usage analytics, detect corrupt outputs. Severity, Explainability, Compliance scores. Recommendations, Reviews.[/vc_column_text][wbc_button button_text="ZERO-TRUST LLMs, ENSURE INTEGRITY," align_button="left" font_size="25" hover_bg_color="#ffffff" hover_border_color="#ffffff" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725134421148-24abbde7-41d3" el_class="scroll-button" padding_top="0" padding_bottom="0" margin_top="0" margin_bottom="0"][wbc_button button_text="RELIABILITY OF LLM's" align_button="left" font_size="25" hover_bg_color="#ffffff" hover_border_color="#ffffff" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725134421148-24abbde7-41d3" el_class="scroll-button" padding_top="0" padding_bottom="0" margin_top="0" margin_bottom="0"][vc_column_text]Use domain-specific guardrails. Audit upstream dependency pipelines. Integrity verifications at runtime. Detect tokenizer manipulations in LLMs. Monitor Tokenizer for files any supply chain attacks.[/vc_column_text][wbc_button button_text="SECURE ACCESS TO AI RESOURCES IN AI ENVIRONMENTS" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231724502197959-c60efa6e-15ac" el_class="scroll-button" padding_top="0" padding_bottom="0" margin_top="0" margin_bottom="0"][vc_column_text]Ensure security controls to LLM’s ready for enterprise infrastructure. Assign the AI service roles on the AI resource's to Managed identities. SPOT and STOP Attacks your AI compute, gpu, ext,int traffic, denial  attacks.[/vc_column_text][/vc_column][vc_column width="1/2"][vc_empty_space height="256px"][vc_tta_pageable no_fill_content_area="true" autoplay="20" active_section="1" pagination_style="outline-square" css_animation="none"][vc_tta_section title="Section 1" tab_id="1724502197959-c60efa6e-15ac"][video_player_for_wpbakery video="1783" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 1" tab_id="1725134421148-24abbde7-41d3"][video_player_for_wpbakery video="1779" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 1" tab_id="1725134549782-2a2097b8-eb5c"][video_player_for_wpbakery video="1780" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][/vc_tta_pageable][/vc_column][/vc_row][vc_row row_type="full_width" type="container" bg_select="bg_color_section" p_top="55" p_bottom="0" border_color="#ebebeb" anchor="mobile-app" bg_color="#ffffff" m_top="0" m_bottom="0"][vc_column width="1/2" p_bottom="0" m_bottom="0"][vc_empty_space height="256px"][vc_tta_pageable no_fill_content_area="true" autoplay="20" active_section="1" pagination_style="outline-square" css_animation="none" css=".vc_custom_1726183045693{background-color: #f9f9f9 !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;border-radius: 5px !important;}"][vc_tta_section title="Section 3" tab_id="1724550207880-ed0d0701-3ed0"][video_player_for_wpbakery video="1782" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 3" tab_id="1725133869370-879a4bc8-e560"][video_player_for_wpbakery video="1781" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][vc_tta_section title="Section 3" tab_id="1725133925576-7a18b8c2-4bdb"][video_player_for_wpbakery video="1787" controls="" autoplay="autoplay" muted="muted" loop="loop"][/vc_tta_section][/vc_tta_pageable][/vc_column][vc_column width="1/2"][wbc_heading tag="h4" heading_style="heading-3" title="SENSITIVE, COPYRIGHT LEGAL, PRIVACY" font_size="25" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-1" title="ENHANCE PRIVACY WITH DOMAIN SPECIFIC GUARDRAILS" font_size="35" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632" m_left="0"][wbc_heading tag="div" title="Generative AI opens up all kinds of opportunities to obtain sensitive data. Generative AI pose the greatest risk yet with a variety of concerns around." font_size="25" m_bottom="37" max_width="750" m_left="auto" m_right="auto"][wbc_button button_text="IDENTIFY AND OBFUSCATE SENSITIVE INFORMATION" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231725133869370-879a4bc8-e560" el_class="scroll-button"][vc_column_text]Detect, Redact, Alert Sensitive information disclosures, Data privacy violations, PII, PHI, Copyright Legal exposures in all Generative AI applications in environment.[/vc_column_text][wbc_button button_text="INTEGRATION WITH TOP GENERATIVE AI PLATFORMS" align_button="left" font_size="25" hover_bg_color="#ffffff" hover_border_color="#ffffff" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231724550207880-ed0d0701-3ed0" el_class="scroll-button"][vc_column_text]Interoperable with your GenAI stack integrations with top providers, platforms, tools.[/vc_column_text][wbc_button button_text="AI FORENSICS, GOVERNANCE, COMPLIANCE" align_button="left" font_size="25" hover_bg_color="#fbfbfb" hover_border_color="#fbfbfb" hover_color="#0058f2" color="#000000" bg_color="#ffffff" padding_left="0" link="url:%231724550207880-ed0d0701-3ed0" el_class="scroll-button"][vc_column_text]Enriched ADR (AI Detection  &amp; Response) events with Alert data and forward to SIEM.[/vc_column_text][/vc_column][/vc_row][vc_row row_type="full_width" type="container" bg_select="bg_color_section" p_top="60" p_bottom="35" border_color="#ebebeb" anchor="services"][vc_column][wbc_heading tag="h4" heading_style="heading-3" align="center" wbc_animation="slideInDown" title="DESIGNED FOR ENTERPRISE" font_size="30" m_bottom="0"][wbc_heading tag="h3" heading_style="heading-3" align="center" title="ALERT AI |#1 GEN AI SECURITY PLATFORM OF CHOICE|" font_size="40" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632"][wbc_heading tag="div" align="center" title="With over 100+ integrations and 1000+ detections, domain-specific security guardrails, easy-to-deploy and manage security platform seamlessly integrates AI workflows and applications." font_size="25" m_bottom="43" max_width="750" m_left="auto" m_right="auto"][/vc_column][vc_column width="1/3"][wbc_icon_box display_type="img" box_style="center" icon_style="square" icon_extra="outline" wbc_animation="zoomIn" heading="DISCOVERY" icon_size="70" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services" icon_img="1948" icon_outline_color_hover="#ffffff" icon_outline_spacing="8" icon_color_hover="#ffffff" icon_border_color_hover="#ffffff" icon_bg_color="#ffffff" icon_bg_color_hover="#ffffff" heading_size="25"] Discovery Alerts AI assets, AI Inventory, Catalog, Models, LLM's, Training, Inference Pipelines, Prompts, Cluster resources, Compute, Networks &nbsp; &nbsp;[/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="LLM & ML PIPELINE ANALYTICS" icon_size="70" icon_img="1952" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23ThreatDetection" heading_size="25"]Pipeline Alerts LLM and ML Pipelines Training, Evaluation, Inference Metrics, Recommendations, Data skew detection, Spills, leaks, Rogue pipelines, Run, Usage Alerts. &nbsp; &nbsp; &nbsp; &nbsp;[/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="PRIVACY, SENSITIVE INFORMATION" icon_size="70" icon_img="1962" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23PrivacySensitiveContent" icon_color_hover="#ee7125" heading_size="25"] Data Privacy Alerts Detection, Redaction and PII, PHI Obfuscation, Data privacy in Prompt response queries, embeddings, Copyright and Legal exposures, Removal requests, Suppression list entries, Sensitive content filters &nbsp; &nbsp;[/wbc_icon_box][/vc_column][vc_column width="1/3" content_align="text-center"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="TRACKING ANALYTICS" icon_size="70" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23DiscoveryTrackingLineage|title:Alert%20AI%20security%20integration" icon_img="1950" icon_outline_spacing="8" heading_size="25"] Tracking Alerts Experiments, Jobs, Runs, Datasets, Models, Versions, Artifacts, Parameters,Metrics, Predictions, LLM's Interactions, Prompts, Tokenizers &nbsp;[/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="LLM & MODEL VULNERABILITIES" icon_size="60" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23Vulnerabilities|title:Pipeline%20Detection" icon_img="1956" icon_outline_spacing="8" heading_size="25"]Vulnerability scan Alerts LLM and Model vulnerabilities, Prompt Injection, Perturbations, Information Exposures, Hallucination, Misinformation, categorization, recommendations. &nbsp; &nbsp; &nbsp;[/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="ADVERSARIAL THREAT DETECTION" icon_size="70" icon_img="1978" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23ThreatDetection" heading_size="25"] Indicators, Threat Data, Alerts Security models for Adversarial ML &amp; LLM attacks, Indicators of Attack, Indicators of Compromise, Threat modelling, Feature extraction,Metrics, Events, Logs, Trace data, Anomaly detection Alerts. &nbsp;[/wbc_icon_box][/vc_column][vc_column width="1/3" content_align="text-center"][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="AI LINEAGE" icon_size="70" icon_img="1955" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23DiscoveryTrackingLineage" heading_size="25"]Data Lineage Alerts Identify Data sources, Data types, Versions, Map, Topology of Data origin and their Lineage, Detect data contamination attacks, environmental risks in LLM &amp; ML, training copyright, classified data[/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="PROMPT SECURITY & INTEGRITY" icon_size="70" icon_img="1980" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23PrivacySensitiveContent" heading_size="25"] Prompt usage Alerts Prompt injections, Embedding operations, Response Alerts, Token utilization, Model Utilization, Token transaction Alerts, Secure LLM Tokenizer, Application Integrity, Insecure prompts, RAG, fine-tuning Alerts [/wbc_icon_box][wbc_icon_box display_type="img" box_style="center" wbc_animation="zoomIn" heading="AI FORENSICS" icon_size="70" icon_img="1961" icon_outline_spacing="8" box_link="url:https%3A%2F%2Falertai.com%2Fgenerative-ai-security-llm-security-services%23ModelAnalyticsGovernance" heading_size="25"]Audits and Reports Audit trails, Feedback Loop, Recommendations, Model and Datasets versions, Model performance data, accountability and traceability Reports, Create events for security operations center (SOC) analysts, Log Forwarding Tagged AI risk events to SIEM.[/wbc_icon_box][/vc_column][/vc_row][vc_row bg_select="bg_color_section" p_top="150" p_bottom="35" border_color="#ebebeb" bg_color="#ffffff"][vc_column][wbc_heading tag="h4" heading_style="heading-3" align="center" wbc_animation="slideInDown" title="INTEGRATIONS WITH POPULAR PROVIDERS, PLATFORMS" font_size="25" m_bottom="0"][wbc_heading tag="h2" heading_style="heading-3" align="center" title="OVER 100+ |INTEGRATIONS ACROSS AI STACK|" font_size="40" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632"][wbc_heading tag="div" align="center" title="Ensure domain-specific AI applications are guarded securely, across organization." font_size="25" m_bottom="43" max_width="750" m_left="auto" m_right="auto"][vc_media_grid style="load-more" items_per_page="4" element_width="3" item="masonryMedia_BorderedScale" btn_color="danger" btn_size="lg" initial_loading_animation="bounceIn" grid_id="vc_gid:1731889655302-074deb41efe60b84be69855d5370b367-7" include="1505,1501,1531,1556,1530,1518,1553,1499,1513,1503,1514,1554,1517,1506,1528,1519,1512,1524,1508,1532,1521,1498,1507,1522,1515,1516,1509,1526,1520,1510,1523,1527" css=".vc_custom_1723362115300{margin-top: 0px !important;margin-right: 40px !important;margin-bottom: 0px !important;margin-left: 40px !important;border-top-width: 10px !important;border-right-width: 40px !important;border-bottom-width: 10px !important;border-left-width: 10px !important;padding-top: 20px !important;padding-right: 10px !important;padding-bottom: 20px !important;padding-left: 20px !important;background-color: #ffffff !important;background-position: center !important;background-repeat: no-repeat !important;background-size: contain !important;border-left-color: #000000 !important;border-right-color: #000000 !important;border-top-color: #000000 !important;border-bottom-color: #000000 !important;}"][vc_empty_space][vc_empty_space][/vc_column][vc_column wbc_animation="slideInDown"][wbc_heading tag="h4" heading_style="heading-3" align="center" title="TRY OUR SOLUTION" font_size="25" m_bottom="0" p_top="80"][wbc_heading tag="h3" heading_style="heading-3" align="center" title="IN |MARKETPLACE|" font_size="40" m_bottom="0"][wbc_hr height="5" width="85" bg_color="#ff6632"][wbc_heading tag="div" align="center" title="#1 GenAI security platform of choice. 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class="page-wrapper"> <!-- Page Title/BreadCrumb --><div class="page-title-wrap"><div class="container clearfix"><h2 class="entry-title">Resources</h2><ul class="breadcrumb"><li><a href="https://alertai.com">Home</a></li><li><a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/">Resources</a></li></ul></div></div> <!-- BEGIN MAIN --> <div class="main-content-area clearfix"> <div class="container"> <div class="row"> <div class="col-md-9"> <div class="posts blog-style-2"> <article id="post-1882" class="clearfix post-1882 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/gen-ai-llm-security-insights-metrics-leading-generative-ai-platforms/"><img fetchpriority="high" width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="LLM vulnerabilities Model vulnerabilities" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/gen-ai-llm-security-insights-metrics-leading-generative-ai-platforms/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="LLM vulnerabilities Model vulnerabilities" href="https://alertai.com/wp-content/uploads/2024/08/iStock-bright-orange-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/gen-ai-llm-security-insights-metrics-leading-generative-ai-platforms/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/gen-ai-llm-security-insights-metrics-leading-generative-ai-platforms/">GenAI Security Integration Platform as Service</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>Effective Enterprise Architecture (EA) for Generative AI  Applications &nbsp; Effective enterprise architecture practices deliver remarkable IT and business benefits. Today&#8217;s Enterprise Architectures are driving Organizations AI Transformation. A remarkable pattern of  Enterprise Architecture is  Architectural layers and Separation of Concerns. When it comes to Generative AI in Business, Enterprise architecture  layers are Business, Data, Technology, [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/gen-ai-llm-security-insights-metrics-leading-generative-ai-platforms/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-119" class="clearfix post-119 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/owasp-top10-llm-risks-genai-model-prompt-security/"><img width="1024" height="683" src="https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="Gen AI security, Generative AI security,Security for Gen AI LLM security,Model security,Prompt security,RAG security,AI vulnerabilities, vulnerabilities in AI AI risks, GenAI risks, risks in GenAI,AI privacy, Privacy in AI,AI pipeline security GEN AI in industries,GEN AI solutions,LLM Testing, GenAI testing, Adversarial attacks,owasp risks" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-1024x683.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-300x200.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-768x512.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-1536x1024.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-2048x1366.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-600x400.jpg 600w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-1140x760.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-848x565.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-320x213.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-480x320.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-800x533.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/owasp-top10-llm-risks-genai-model-prompt-security/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="GenAI security risks" href="https://alertai.com/wp-content/uploads/2024/08/shutterstock_security_shield-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/owasp-top10-llm-risks-genai-model-prompt-security/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/owasp-top10-llm-risks-genai-model-prompt-security/">OWASP Top 10 LLM Security Measures</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> &nbsp; OWASP's Top 10 LLM risks &nbsp; Generative AI applications using LLM models,  pose a new class of Risks and attack vector. OWASP's Top 10 LLM risks OWASP is an Open Source Web Applications Security Project has formulated the standards,methodologies and documented the Top 10 LLM model threats for organizations to adopt,conceive and acquire the [...]<div class="more-link"><a href="https://alertai.com/owasp-top10-llm-risks-genai-model-prompt-security/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1742" class="clearfix post-1742 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/generative-ai-security-llm-security-services/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="Generative AI security platform to help enhance security of Generative AI applications and workflows against potential adversaries, model vulnerabilities, privacy, copyright and legal exposures, sensitive information leaks, Intelligence and data exfiltration, infiltration at training and inference, integrity attacks in AI applications, anomalies detection and enhanced visibility in AI pipelines. forensics, audit,AI governance in AI footprint." decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-services/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox data-caption="AlertAI- Generative AI security platform Alert AI" title="Security for Gen AI and ML security" href="https://alertai.com/wp-content/uploads/2024/08/iStock-security-pillars.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/generative-ai-security-llm-security-services/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/generative-ai-security-llm-security-services/">Alert AI &#8211; Gen AI security platform and services</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> INTEROPERABLE, END-TO-END, EASY TO DEPLOY AND MANAGEALERT AI | SECURITY PLATFORM FOR GEN AI APPLICATIONS AND WORKFLOWS   MADE FOR ENTERPRISESecurity platform for Generative AI applications   Alert AI platform  Services AI Visibility and AI Asset Access Usage Analytics Tracking and Lineage Analysis Adversarial ML Detections in AI Footprint Alert Engine Data leakage AI Incidents [...]<div class="more-link"><a href="https://alertai.com/generative-ai-security-llm-security-services/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1829" class="clearfix post-1829 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/strategies-risks-gen-ai-llm-security-model-vulnerabilities/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="ai generative ai pipeline risk analysis" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/strategies-risks-gen-ai-llm-security-model-vulnerabilities/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="ai generative ai pipeline risks" href="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-spot-light.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/strategies-risks-gen-ai-llm-security-model-vulnerabilities/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/strategies-risks-gen-ai-llm-security-model-vulnerabilities/">The Paradigm of Security: Generative AI in Business</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> Strategies for New RisksThe Paradigm of Security: Generative AI in Business In the shifting landscape of Business ... Generative AI is game-changing and transforming the Industries. GenAI is the new standard of Business. A new IT Perimeter. Organization's Data Science is new Security Realm. Generative AI is new attack vector endangering enterprises mired with high [...]<div class="more-link"><a href="https://alertai.com/strategies-risks-gen-ai-llm-security-model-vulnerabilities/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1840" class="clearfix post-1840 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/ai-complexity-genai-llm-visibility/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="Detect Poison, evasion adversarial ml llm attacks" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/ai-complexity-genai-llm-visibility/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox data-caption="Detect Poison, evasion adversarial ml llm vulnerabilites" title="Detect Poison, evasion adversarial ml llm attacks" href="https://alertai.com/wp-content/uploads/2024/08/iStock-orange-tunnel-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/ai-complexity-genai-llm-visibility/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/ai-complexity-genai-llm-visibility/">Understanding Moving parts of Enterprise AI environments &#8211; Turn Complexity into Clarity</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>&nbsp; Generative AI environments and ML systems gets really complex with a lot of moving parts. What makes AI security complicated? The Answer is moving parts. Best way to secure AI is to start right now…and..see where you are. AI Environments are Complex. AI Environments are Multi-pronged. To secure AI, First need to understand, what [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/ai-complexity-genai-llm-visibility/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1865" class="clearfix post-1865 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/prompt-security-identity-and-risk-analysis/"><img width="1024" height="683" src="https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="Gen AI Sensitive information detection data privacy data protection" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-1024x683.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-300x200.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-768x512.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-1536x1024.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-2048x1365.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-600x400.jpg 600w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-1140x760.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-848x565.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-320x213.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-480x320.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm-800x533.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/prompt-security-identity-and-risk-analysis/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Sensitive information detection data privacy data protection" href="https://alertai.com/wp-content/uploads/2024/08/iStock-genai-security-paradigm.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/prompt-security-identity-and-risk-analysis/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/prompt-security-identity-and-risk-analysis/">Prompt Security, Identity and Risk detection strategies in LLM security</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> Prompt security and Tokenizer security Tokenizer manipulation attacks Adversaries can modify tokenizers configuration to corrupt the output of the model Recommendations Tokenizer manipulation Detection Versioning tokenizers Auditing tokenizers Logging In Large language models (LLMs): 1. Prompts are passed through Tokenizer 2. Tokenizer creates an array of token IDs a list of integers 3. LLM outputs [...]<div class="more-link"><a href="https://alertai.com/prompt-security-identity-and-risk-analysis/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1876" class="clearfix post-1876 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/llm-genai-model-vulnerabilities-risks/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="llm integrity model integrity reliability trustworthiness" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/llm-genai-model-vulnerabilities-risks/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="llm integrity model integrity" href="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-prompt-token-security.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/llm-genai-model-vulnerabilities-risks/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/llm-genai-model-vulnerabilities-risks/">Breaking down Vulnerabilities in Generative AI Applications and Strategies for Risks</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>&nbsp; Generative AI Vulnerability Database An GenAI vulnerability database is a repository that catalogs known vulnerabilities and security issues in Generative AI applications. These databases help researchers, developers, and organizations to: &nbsp; Identify Common Vulnerabilities: Understand frequent weaknesses in AI systems, such as data poisoning, adversarial attacks, and model inversion. Mitigate Risks: Implement best practices [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/llm-genai-model-vulnerabilities-risks/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1873" class="clearfix post-1873 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/layers-of-ai-ml-and-generative-ai-stack/"><img width="1024" height="768" src="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-1024x768.jpg" class="attachment-large size-large wp-post-image" alt="Adversarial Machine learning, LLM Threats" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-1024x768.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-300x225.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-768x576.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-1536x1152.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-1140x855.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-848x636.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-320x240.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-480x360.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR-800x600.jpg 800w, https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR.jpg 2000w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/layers-of-ai-ml-and-generative-ai-stack/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Adversarial-ML LLM vulnerabilities Threats" href="https://alertai.com/wp-content/uploads/2024/08/iStock-golden-VR.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/layers-of-ai-ml-and-generative-ai-stack/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/layers-of-ai-ml-and-generative-ai-stack/">Layers of AI/ML and Generative AI stack</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>Layers in AI/ML and Generative AI Environments &nbsp; AI/ML stacks refer to the layers of technologies and tools used to build, deploy, and manage AI/ML models. Key components include: Data Layer: Tools for data collection, storage, and preprocessing (e.g., databases, data lakes, ETL tools). Feature Engineering: Tools and frameworks for transforming raw data into meaningful [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/layers-of-ai-ml-and-generative-ai-stack/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1869" class="clearfix post-1869 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/integration-of-llm-evaluation-with-pipelines-and-security-context/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="Model risks LLM-risks, Gen AI risks" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/integration-of-llm-evaluation-with-pipelines-and-security-context/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Model risks LLM-risks" href="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-corridor-tunnel.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/integration-of-llm-evaluation-with-pipelines-and-security-context/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/integration-of-llm-evaluation-with-pipelines-and-security-context/">LLM Evaluation Pipelines and Security context</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 28, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> What is the integration of LLM Evaluation with Pipelines? The integration of Large Language Model (LLM) evaluation with pipelines involves systematically incorporating the process of assessing the performance and effectiveness of LLMs into the broader workflow of data processing, model training, and deployment. This integration ensures that the LLMs are evaluated continuously and consistently, facilitating [...]<div class="more-link"><a href="https://alertai.com/integration-of-llm-evaluation-with-pipelines-and-security-context/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1850" class="clearfix post-1850 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/enhancing-model-governance-in-generative-ai-applications-in-enterprise/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="ai lineage, ai visibility, tracking models, pipelines, ai catalog, ai assets" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/enhancing-model-governance-in-generative-ai-applications-in-enterprise/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="ai lineage, ai visibility, tracking models, pipelines, ai catalog, ai assets" href="https://alertai.com/wp-content/uploads/2024/08/iStock-eval-metrics-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/enhancing-model-governance-in-generative-ai-applications-in-enterprise/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/enhancing-model-governance-in-generative-ai-applications-in-enterprise/">Enhancing Model Governance in Generative AI Applications in Enterprise</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 27, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> Enhancing Model Governance Key Components of Model Governance: Model Development Guidelines: Documentation: Maintain comprehensive documentation of model objectives, design, assumptions, and limitations. Transparency: Ensure transparency in model building, including data sources, preprocessing steps, feature selection, and algorithm choices. Model Validation and Testing: Validation Frameworks: Implement rigorous validation frameworks to test model performance across different datasets [...]<div class="more-link"><a href="https://alertai.com/enhancing-model-governance-in-generative-ai-applications-in-enterprise/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1834" class="clearfix post-1834 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/data-spills-leaks-contamination-in-ai-pipelines/"><img width="1024" height="461" src="https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-1024x461.jpg" class="attachment-large size-large wp-post-image" alt="training evaluation inference alerts" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-1024x461.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-300x135.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-768x346.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-1536x691.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-2048x922.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-1140x513.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-848x382.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-320x144.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-480x216.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-800x360.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/data-spills-leaks-contamination-in-ai-pipelines/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="AI training evaluation inference pipeline risk analysis" href="https://alertai.com/wp-content/uploads/2024/08/iStock-paradigm-sec-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/data-spills-leaks-contamination-in-ai-pipelines/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/data-spills-leaks-contamination-in-ai-pipelines/">Data Spills, Leaks, Contamination in AI Pipelines</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 27, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>Data Spills, Leaks, Contamination in AI Pipelines &nbsp; Data breaches have been significantly increasing. Records of confidential Data prior to the digital period were prone to security breach through hardcore in person theft. With the evolving digital world, data breach of all kinds is happening through cyber attacks. Emerging Artificial Intelligence which relies wholly on [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/data-spills-leaks-contamination-in-ai-pipelines/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1824" class="clearfix post-1824 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/llms-genai-pipelines-evaluation-metrics-risks/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="Prompt security Tokenizer security Prompt engineering prompt injection" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/llms-genai-pipelines-evaluation-metrics-risks/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Prompt security tokenizer security Prompt engineering" href="https://alertai.com/wp-content/uploads/2024/08/iStock-blue-lighs-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/llms-genai-pipelines-evaluation-metrics-risks/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/llms-genai-pipelines-evaluation-metrics-risks/">LLMs and GenAI application pipelines evaluations, metrics and risks</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 25, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> Alert AI  Alerts in LLM Metric Evaluation risks &nbsp; Introduction &nbsp; LLMs encounter many issues when running but is it easy to detect these issues? To solve this issue, Alert AI uses Detections. An LLM Alert is a detailed alert that describes errors and provides a recommendation to users and developers. When alerts aren't used [...]<div class="more-link"><a href="https://alertai.com/llms-genai-pipelines-evaluation-metrics-risks/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-1818" class="clearfix post-1818 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks category-llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/rag-model-risks-llm-privacy-risks-genai-security/"><img width="1024" height="696" src="https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-1024x696.jpg" class="attachment-large size-large wp-post-image" alt="Gen AI security, Generative AI security,Security for Gen AI LLM security,Model security,Prompt security,RAG security,AI vulnerabilities, vulnerabilities in AI AI risks, GenAI risks, risks in GenAI,AI privacy, Privacy in AI,AI pipeline security GEN AI in industries,GEN AI solutions,LLM Testing, GenAI testing, Adversarial attacks,owasp risks" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-1024x696.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-300x204.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-768x522.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-1536x1044.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-2048x1393.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-1140x775.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-848x577.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-320x218.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-480x326.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks-800x544.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/rag-model-risks-llm-privacy-risks-genai-security/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="GenAI security risks" href="https://alertai.com/wp-content/uploads/2024/08/shutterstock_glow_networks.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/rag-model-risks-llm-privacy-risks-genai-security/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/rag-model-risks-llm-privacy-risks-genai-security/">Retrieval Augumented Generative (RAG) Model and Risks</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 25, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a>, <a href="https://alertai.com/llm-security-generative-ai-security-model-vulnerabilities-privacy-trust-threats/" rel="category tag">Services</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> Alerts and Risks in Generative AI applications and workflows Metric events , logs, events,  traces Anomalies Vulnerabilities Risks Threats &nbsp; Introduction  Generative AI  Large language models (LLMs) are deep learning algorithms that can generate new content, such as text, images, music, or code. Using very large datasets they can recognize, summarize, translate, predict, and generate [...]<div class="more-link"><a href="https://alertai.com/rag-model-risks-llm-privacy-risks-genai-security/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-123" class="clearfix post-123 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/model-risks-llm-evaluation-metrics/"><img width="1024" height="576" src="https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-1024x576.jpg" class="attachment-large size-large wp-post-image" alt="Llm tracking model tracking ML ops security" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-1024x576.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-300x169.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-768x432.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-1536x864.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-2048x1152.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-1140x641.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-848x477.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-320x180.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-480x270.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net-800x450.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/model-risks-llm-evaluation-metrics/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Llm tracking model tracking ML ops" href="https://alertai.com/wp-content/uploads/2024/08/iStock-red-blue-net.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/model-risks-llm-evaluation-metrics/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/model-risks-llm-evaluation-metrics/">LLM Evaluations and Benchmarks</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 24, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> <p>Introduction: LLM covers various topics but is it easy to assess these models? This is where benchmarks come in. A benchmark is a goal that a model needs to achieve. These benchmarks contain a list of questions for the model to answer. By answering these questions correctly the model will be able to reach its [&hellip;]</p> <div class="more-link"><a href="https://alertai.com/model-risks-llm-evaluation-metrics/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> <article id="post-121" class="clearfix post-121 post type-post status-publish format-standard has-post-thumbnail hentry category-llm-security-generative-ai-security-vulnerabilities-privacy-model-risks"> <div class="post-featured"> <div class="wbc-image-wrap"><a href="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/"><img width="1024" height="683" src="https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-1024x683.jpg" class="attachment-large size-large wp-post-image" alt="Gen AI security, Generative AI security,Security for Gen AI LLM security,Model security,Prompt security,RAG security,AI vulnerabilities, vulnerabilities in AI AI risks, GenAI risks, risks in GenAI,AI privacy, Privacy in AI,AI pipeline security GEN AI in industries,GEN AI solutions,LLM Testing, GenAI testing, Adversarial attacks,owasp risks" decoding="async" srcset="https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-1024x683.jpg 1024w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-300x200.jpg 300w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-768x512.jpg 768w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-1536x1024.jpg 1536w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-2048x1365.jpg 2048w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-600x400.jpg 600w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-1140x760.jpg 1140w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-848x565.jpg 848w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-320x213.jpg 320w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-480x320.jpg 480w, https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-800x533.jpg 800w" sizes="(max-width: 1024px) 100vw, 1024px" /></a> <a class="item-link-overlay" href="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/"></a> <div class="item-link-overlay"></div> <div class="wbc-extra-links"> <a data-fancybox title="Risks in GenAI" href="https://alertai.com/wp-content/uploads/2024/08/cybersecurity_lock_red-scaled.jpg" class="wbc-photo-up"><i class="fa fa-search"></i></a> <a href="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div> <div class="post-contents"> <header class="post-header"> <h2 class="entry-title"><a href="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/">Adversarial threat landscape MITRE ATLAS adversary tactics and techniques</a></h2> <div class="entry-meta"> <span class="date"><i class="far fa-calendar-alt"></i> August 24, 2024</span> <span class="user"><i class="fas fa-user"></i> By <a href="https://alertai.com/author/srinitagsecurity-ai/" title="Posts by Security Research, Alert AI" rel="author">Security Research, Alert AI</a></span> <span class="post-in"><i class="fas fa-pencil-alt"></i> In <a href="https://alertai.com/llm-security-generative-ai-security-vulnerabilities-privacy-model-risks/" rel="category tag">Resources</a></span> <span class="comments"><i class="fas fa-comments"></i> No Comments</span> </div> </header> <div class="entry-content clearfix"> In the emerging world of Generative AI and ML applications with Generative AI and ML Systems used to train data, craft a model and obtain model inference are open to serious security threats in the real world when exposed publicly.. The train data may relate to personal data and or confidential data of an organization [...]<div class="more-link"><a href="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/" class="button btn-primary">Read More</a></div> </div> </div> </article> <!-- ./post --> </div> <!-- ./.posts --> </div><!-- ./right --> <!-- SideBar --> <div class="col-md-3"> <div class="side-bar"> <div class="widget widget_search"> <div class="widget search-widget"> <form method="get" id="searchform" action="https://alertai.com/" role="search" class="search-form"> <input type="search" name="s" value="" id="s" placeholder="Search Site.." /> </form> </div></div><div class="widget wbc-recent-post-widget"><h4 class="widget-title">Industries | Success stories</h4><ul class="wbc-recent-post-list"><li><div class="wbc-recent-post-img"> <div class="wbc-image-wrap"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-context-and-impact-of-generative-ai-in-retail-industry/"><img width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/retail-pic-0827-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="Gen AI security, Generative AI security,Security for Gen AI LLM security,Model security,Prompt security,RAG security,AI vulnerabilities, vulnerabilities in AI AI risks, GenAI risks, risks in GenAI,AI privacy, Privacy in AI,AI pipeline security GEN AI in industries,GEN AI solutions,LLM Testing, GenAI testing" /> </a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-context-and-impact-of-generative-ai-in-retail-industry/"></a> <div class="wbc-extra-links"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-context-and-impact-of-generative-ai-in-retail-industry/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div><div class="widget-content"><h6><a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-context-and-impact-of-generative-ai-in-retail-industry/">Retail Industry &#8211; Generative AI security</a></h6><p>Generative AI in Retail. 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AI stack</a></h6><p>Layers in AI/ML and Generative AI Environments &amp;nb...</p></div></li></ul></div><div class="widget widget_text"><h4 class="widget-title">Enhance, Optimize, Manage</h4> <div class="textwidget"><p><strong>Alert AI</strong> is interoperable, end-to-end security platform for Generative AI applications and workflows in Pharma, Insurance, Banking &amp; Financial services, Retail, Healthcare, Life Sciences, Energy, Manufacturing, Government.</p> <p>Enhance, Optimize, Manage security of Generative AI application and workflows with Alert AI security integration and domain-specific security guardrails.</p> <p>With over 100+ integrations and thousands of detections,  easy to deploy and manage services  seamlessly integrates AI applications and workflows  provide 360 degrees Visibility, Vulnerability management, Adversarial threat detection, Privacy, Trust, Integrity in AI applications in Business.</p> </div> </div><div class="widget widget_text"><h4 class="widget-title">360 Alert AI</h4> <div class="textwidget"><p>Culture of 360 : Embracing Change</p> <p>In the shifting Paradigm of Business heralded by rise of Generative AI ..<br /> 360 is culture that emphasizes security in the time of great transformation.<br /> Our commitment to Our customers is represented by Our culture of 360.</p> </div> </div><div class="widget widget_block"><script>(function() { window.mc4wp = window.mc4wp || { listeners: [], forms: { on: function(evt, cb) { window.mc4wp.listeners.push( { event : evt, callback: cb } ); } } } })(); </script><!-- Mailchimp for WordPress v4.9.15 - https://wordpress.org/plugins/mailchimp-for-wp/ --><form id="mc4wp-form-1" class="mc4wp-form mc4wp-form-1998" method="post" data-id="1998" data-name="AlertAI-MC4WP-Form" ><div class="mc4wp-form-fields"><p> <label>Sign up our Newsletter: <input type="email" name="EMAIL" placeholder="Your email address" required /> </label> </p> <p> <input type="submit" value="Sign up " /> </p></div><label style="display: 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style="background-color:#ffffff;padding-top: 100px;padding-bottom: 100px;"> <div class="wpb_column vc_column_container vc_col-sm-12 "><div class="vc_column-inner " style="padding-top: 30px;"> <div class="wpb_wrapper"> <div class="wbc-heading clearfix"><h4 class="special-heading-3" style="font-size:25px;color:#000000;text-align:center;margin-bottom:0px;">READ FROM INDUSTRY</h4></div><div class="wbc-heading clearfix"><h3 class="special-heading-3" style="font-size:40px;color:#000000;text-align:center;margin-bottom:0px;">OUR <span class="wbc-color" style="color:#ff6632;">TESTIMONIALS</span></h3></div><hr class="wbc-hr" style="background-color:#ff6632;width:85px;height:5px;" /><div class="wbc-heading clearfix"><div class="default-heading" style="font-size:20px;text-align:center;margin-bottom:45px;margin-right:auto;margin-left:auto;max-width:750px;">According our Customers, <span class="wbc-color" >We make difference</span></div></div><div class="vc_row wpb_row vc_inner vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-8 vc_col-sm-offset-2"><div class="vc_column-inner"><div class="wpb_wrapper"><div class="wbc-color-box clearfix" style="background-color:rgba(255,255,255,0.03);color:#000000;padding-bottom:40px;padding-right:60px;padding-top:60px;padding-left:60px;"><div class="wbc-color-box-content"><div class="wbc-testimonial-wrap"><div class="wbc-testimonail-carousel" data-item-height="variable" data-item-speed="7000" ><div><div class="wbc-testimonial"><span class="testimonial-message">``Alert AI is <span class="wbc-color" >end to end</span> Gen AI security solution. Our clients want a consolidate platform for security of all AI applications in all environments. Easy on-boarding even into a private region of cloud. Easy integration.``</span><img decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/Nat-Profile-Pic-150x150.jpg" class="attachment-thumbnail size-thumbnail" alt="Nat-Profile-Pic" srcset="https://alertai.com/wp-content/uploads/2024/08/Nat-Profile-Pic-150x150.jpg 150w, https://alertai.com/wp-content/uploads/2024/08/Nat-Profile-Pic-500x500.jpg 500w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Natarajan Ramanathan</div><small>Enterprise Gen AI security solutions architect | Retail, Pharma, Insurance Industries</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``Working with Alert AI has been an absolute pleasure. Their team of skilled professionals is not only knowledgeable in AI and <span class="wbc-color" >LLM security</span> but also dedicated to providing <span class="wbc-color" >top-notch POC and solution architecture</span>. They took the time to <span class="wbc-color" >integrations with our stack</span> and security solution exceeded our expectations.”</span><img decoding="async" width="128" height="128" src="https://alertai.com/wp-content/uploads/2024/08/nothondo.jpg" class="attachment-thumbnail size-thumbnail" alt="nothondo" /><div class="testimonial-info"><div class="testimonial-name">Nothando Ndlovu</div><small>Cloud Solutions Enginer, |Dev Sec Ops|</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``Alert AI has been a game-changer in securing GenAI workflows and large language models. Their expertise in AI security and detections <span class="wbc-color" >ensures our LLMs are protected against emerging threats</span>, providing us with <span class="wbc-color" >peace of mind</span>. The innovative solutions and proactive approach from Alert AI have significantly strengthened our AI infrastructure, making them an invaluable partner in our journey ahead safe and <span class="wbc-color" >secure AI deployment</span>.``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/Anjali-150x150.png" class="attachment-thumbnail size-thumbnail" alt="Anjali" /><div class="testimonial-info"><div class="testimonial-name">Anjali Krishna Gopi</div><small>Senior Enterprise AI architect, Genpact</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``AI threats are the threats of a multi-fronts.``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-150x150.png" class="attachment-thumbnail size-thumbnail" alt="cropped-orange-black-removebg-preview.png" srcset="https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-150x150.png 150w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-300x300.png 300w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-500x500.png 500w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-320x320.png 320w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-480x480.png 480w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-270x270.png 270w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-192x192.png 192w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-180x180.png 180w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview-32x32.png 32w, https://alertai.com/wp-content/uploads/2024/08/cropped-orange-black-removebg-preview.png 512w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Srini Mommileti <span class="wbc-color" >CEO, Alert AI</span></div><small>Ex Palo Altow Networks, Ex Gigamon</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">“Security is our top concern and is our top priority. We are looking for tools for our AI workloads. Alert AI has everything <span class="wbc-color" >Risk analysis, Threats, Vulnerabilities, Compliance, Assets and Data Protection</span>. Having managed service with support that runs in our cloud is wonderful.``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245-150x150.jpg" class="attachment-thumbnail size-thumbnail" alt="taxi-portfolio-six" srcset="https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245-150x150.jpg 150w, https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245-300x300.jpg 300w, https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245-320x320.jpg 320w, https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245-480x480.jpg 480w, https://alertai.com/wp-content/uploads/2015/04/taxi-portfolio-six-1-e1723141055245.jpg 500w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Senior Director <span class="wbc-color" >Security Operations</span></div><small>Leading Pharma client</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``Our team consists of security engineers, AI researchers. The moment we saw our hospital systems attacked by bad actors and forced to close, we quit our jobs to start Alert AI. We seek to work with exceptional people who make impact protect customers``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview-150x150.png" class="attachment-thumbnail size-thumbnail" alt="orange-black-removebg-preview" srcset="https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview-150x150.png 150w, https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview-300x300.png 300w, https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview-320x320.png 320w, https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview-480x480.png 480w, https://alertai.com/wp-content/uploads/2024/08/orange-black-removebg-preview.png 500w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Srini Mommileti <span class="wbc-color" >CEO, Alert AI</span></div><small>Ex Palo Alto Networks, Ex Gigamon</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``Game Changers...``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2015/12/taxi-blog-slide-two-1-150x150.jpg" class="attachment-thumbnail size-thumbnail" alt="taxi-blog-slide-two" srcset="https://alertai.com/wp-content/uploads/2015/12/taxi-blog-slide-two-1-150x150.jpg 150w, https://alertai.com/wp-content/uploads/2015/12/taxi-blog-slide-two-1-500x500.jpg 500w, https://alertai.com/wp-content/uploads/2015/12/taxi-blog-slide-two-1-1000x1000.jpg 1000w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Security Engineer</div><small>Retail Industry</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">``AI attacks would lead to major Enterprise fallout if you are complacent and don't act``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-150x150.png" class="attachment-thumbnail size-thumbnail" alt="GOLD TEXT 1.2" srcset="https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-150x150.png 150w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-300x300.png 300w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-1024x1024.png 1024w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-768x768.png 768w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-1536x1536.png 1536w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-500x500.png 500w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-1000x1000.png 1000w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-1140x1139.png 1140w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-848x848.png 848w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-320x320.png 320w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-480x480.png 480w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2-800x800.png 800w, https://alertai.com/wp-content/uploads/2024/06/GOLD-TEXT-1.2.png 2001w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Srini Mommileti <span class="wbc-color" >CEO ,Alert AI</span></div><small>Ex Palo Alto Networks,Ex Gigamon</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">“Bad actors wouldn't tell how or when they might strike.”</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-150x150.png" class="attachment-thumbnail size-thumbnail" alt="ALERT AI 2 WHITE BACKGROUND" srcset="https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-150x150.png 150w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-300x300.png 300w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-1024x1024.png 1024w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-768x768.png 768w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-1536x1536.png 1536w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-500x500.png 500w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-1000x1000.png 1000w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-1140x1140.png 1140w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-848x848.png 848w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-320x320.png 320w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-480x480.png 480w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND-800x800.png 800w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-2-WHITE-BACKGROUND.png 2001w" sizes="(max-width: 150px) 100vw, 150px" /><div class="testimonial-info"><div class="testimonial-name">Srini Mommileti <span class="wbc-color" >CEO ,Alert AI</span></div><small>Ex Palo Alto Networks, Ex Gigamon</small></div></div></div><div><div class="wbc-testimonial"><span class="testimonial-message">“We are in a world growing increasingly more dangerous..<br /> Threat actors strike and steal intelligence, seize and derail operations..``</span><img loading="lazy" decoding="async" width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-150x150.png" class="attachment-thumbnail size-thumbnail" alt="ALERT AI 3 WHITE BACKGROUND" srcset="https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-150x150.png 150w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-300x300.png 300w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-1024x1024.png 1024w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-768x768.png 768w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-1536x1536.png 1536w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-500x500.png 500w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-1000x1000.png 1000w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-1140x1140.png 1140w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-848x848.png 848w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-320x320.png 320w, https://alertai.com/wp-content/uploads/2024/06/ALERT-AI-3-WHITE-BACKGROUND-480x480.png 480w, 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platform for Generative AI applications and workflows in Insurance, Banking &amp; Financial services, Retail, Healthcare, Pharma, Energy, Manufacturing, Government.</p> <p>With over 100+ integrations, thousands of detections,  easy to deploy and manage services  Alert AI seamlessly integrates to provide 360 degrees Visibility, Vulnerability management, Adversarial threat detection , Privacy, Integrity, Trust, AI risks in Business.</p> <p>Enhance, Optimize, Manage security of Generative AI applications with Alert AI domain-specific security guardrails.</p> </div> </div><div class="widget widget_block"><div class="lnkdn_buttons"><div class="lnkdn-share-button"> <script type="IN/Share" data-url="https://alertai.com/mitre-atlas-llm-ai-security-adversarial/" data-counter=""></script> </div><div class="lnkdn-follow-button"> <script type="IN/FollowCompany" data-id="104405749" data-counter="right"></script> </div></div></div> </div> <div class="col-sm-6 col-lg-3"> <div class="widget 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The Evolving Business Mod...</p></div></li><li><div class="wbc-recent-post-img"> <div class="wbc-image-wrap"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-generative-ai-llms-life-sciences-drug-discovery-research/"><img width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/iStock-network-glow-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="GEN AI security, Generative AI security,Security for Generative AI AI,LLM security,Model security,Prompt security,RAG security, GenAI risks,GenAI vulnerabilities, AI governance, AI privacy, AI compliance" /> </a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-generative-ai-llms-life-sciences-drug-discovery-research/"></a> <div class="wbc-extra-links"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-generative-ai-llms-life-sciences-drug-discovery-research/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div><div class="widget-content"><h6><a href="https://alertai.com/generative-ai-security-llm-security-models-risks/security-generative-ai-llms-life-sciences-drug-discovery-research/">Life Sciences</a></h6><p>The large language models (LLMs) that understand b...</p></div></li><li><div class="wbc-recent-post-img"> <div class="wbc-image-wrap"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-retail-industry-privacy-security-risks-vunerabilites/"><img width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/retail_industry.jpg-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="AI vulnerabilities, vulnerabilities in AI, AI risks, GENAI risks, risks in GenAI, AI privacy, Privacy in AI AI pipeline security, GEN AI in INDUSTRIES, GEN AI in Retail, GEN AI solutions" /> </a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-retail-industry-privacy-security-risks-vunerabilites/"></a> <div class="wbc-extra-links"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-retail-industry-privacy-security-risks-vunerabilites/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div><div class="widget-content"><h6><a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-retail-industry-privacy-security-risks-vunerabilites/">Retail Industry</a></h6><p>Big impact of Generative AI workflows in Retail In...</p></div></li><li><div class="wbc-recent-post-img"> <div class="wbc-image-wrap"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-government-use-cases-ai-security/"><img width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/Istock_government-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="Generative AI in Government" /> </a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-government-use-cases-ai-security/"></a> <div class="wbc-extra-links"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-government-use-cases-ai-security/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div><div class="widget-content"><h6><a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-government-use-cases-ai-security/">Government</a></h6><p>Leveraging Generative AI to better serve the publi...</p></div></li><li><div class="wbc-recent-post-img"> <div class="wbc-image-wrap"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-energy-oil-gas-security-risks-vunerabilites/"><img width="150" height="150" src="https://alertai.com/wp-content/uploads/2024/08/iStock-energy-industry-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="Generative Ai governance ai compliance ai forensics" /> </a> <a class="item-link-overlay" href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-energy-oil-gas-security-risks-vunerabilites/"></a> <div class="wbc-extra-links"> <a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-energy-oil-gas-security-risks-vunerabilites/" class="wbc-go-link"><i class="fa fa-link"></i></a> </div> </div></div><div class="widget-content"><h6><a href="https://alertai.com/generative-ai-security-llm-security-models-risks/generative-ai-llms-in-energy-oil-gas-security-risks-vunerabilites/">Energy, Oil and Gas</a></h6><p>The Energy, Oil &amp; 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