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srcset="https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg 1920w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=150,84 150w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=300,169 300w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=768,432 768w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=680,383 680w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=1200,676 1200w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=1280,721 1280w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=430,242 430w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=720,405 720w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=900,507 900w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=800,450 800w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=1536,865 1536w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=668,376 668w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=666,375 666w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=1096,617 1096w, https://techcrunch.com/wp-content/uploads/2024/07/Lakera-Founders-3-e1721739364974.jpg?resize=708,399 708w" sizes="(max-width: 1024px) 100vw, 1024px" /><figcaption class="wp-block-post-featured-image__caption"><strong>Image Credits:</strong>Lakera / Founders (L-R) David Haber (CEO), Matthias Kraft and Mateo Rojas-Carulla</figcaption></figure> 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9.494l.66.71.988-1.06c.526-.566.82-1.332.82-2.131 0-.8-.294-1.566-.82-2.13A2.7 2.7 0 0 0 7.198 4c-.744 0-1.456.317-1.982.882L1.491 8.888a3 3 0 0 0-.61.977 3.2 3.2 0 0 0 0 2.307c.141.365.348.697.61.977a2.7 2.7 0 0 0 1.983.85 2.73 2.73 0 0 0 1.994-.88l-.662-.711a1.9 1.9 0 0 1-.605.436 1.75 1.75 0 0 1-1.43 0 1.9 1.9 0 0 1-.605-.436"/></svg> </a> </div> </div> </div> </div> <div class="article-hero__middle"> <h1 class="article-hero__title wp-block-post-title">Lakera, which protects enterprises from LLM vulnerabilities, raises $20M</h1> </div> <div class="article-hero__bottom "> <div class="article-hero__authors"> <div class="is-style-default wp-block-tc23-author-card"> <div class="wp-block-group wp-block-tc23-author-card__info is-layout-flow wp-block-group-is-layout-flow"> <div class="wp-block-tc23-author-card-name"> <a class="wp-block-tc23-author-card-name__link" href="https://techcrunch.com/author/paul-sawers/">Paul Sawers</a> </div> </div> </div> </div> <div class="article-hero__date"> <div class="wp-block-post-date"><time datetime="2024-07-24T06:10:00-07:00">6:10 AM PDT · July 24, 2024</time></div> </div> </div> </div> <div class="article-hero__credits-mobile"></div> </div> </div> <div class="is-floating wp-block-techcrunch-social-share"> <button class="wp-block-techcrunch-social-share__toggler" aria-label="Share Article"> <svg aria-hidden="true" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24"><path fill="var(--c-svg, currentColor)" d="M17.25 15a3.75 3.75 0 0 0-2.918 1.418L8.85 12.99c.2-.645.2-1.335 0-1.98l5.482-3.427A3.75 3.75 0 1 0 13.5 5.25c.004.336.054.669.15.99L8.168 9.668a3.75 3.75 0 1 0 0 4.665l5.482 3.427a3.6 3.6 0 0 0-.15.99A3.75 3.75 0 1 0 17.25 15m0-12a2.25 2.25 0 1 1 0 4.5 2.25 2.25 0 0 1 0-4.5m-12 11.25a2.25 2.25 0 1 1 0-4.5 2.25 2.25 0 0 1 0 4.5m12 6.75a2.25 2.25 0 1 1 0-4.5 2.25 2.25 0 0 1 0 4.5"/></svg> </button> <div class="wp-block-techcrunch-social-share__wrapper"> <a class="wp-block-techcrunch-social-share__link" aria-label="Go 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9.494l.66.71.988-1.06c.526-.566.82-1.332.82-2.131 0-.8-.294-1.566-.82-2.13A2.7 2.7 0 0 0 7.198 4c-.744 0-1.456.317-1.982.882L1.491 8.888a3 3 0 0 0-.61.977 3.2 3.2 0 0 0 0 2.307c.141.365.348.697.61.977a2.7 2.7 0 0 0 1.983.85 2.73 2.73 0 0 0 1.994-.88l-.662-.711a1.9 1.9 0 0 1-.605.436 1.75 1.75 0 0 1-1.43 0 1.9 1.9 0 0 1-.605-.436"/></svg> </a> </div> </div> <main class="wp-block-group template-content is-layout-constrained wp-block-group-is-layout-constrained"> <div class="wp-block-columns article is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> <div class="entry-content wp-block-post-content is-layout-constrained wp-block-post-content-is-layout-constrained"> <p id="speakable-summary" class="wp-block-paragraph"><a href="https://www.lakera.ai/" target="_blank" rel="noreferrer noopener nofollow">Lakera</a>, a Swiss startup that’s building technology to protect generative AI applications from malicious prompts and other threats, has raised $20 million in a Series A round led by European venture capital firm, Atomico.</p> <p class="wp-block-paragraph">Generative AI has emerged as the poster child for the burgeoning AI movement, driven by popular apps <a href="https://techcrunch.com/2024/07/18/chatgpt-everything-to-know-about-the-ai-chatbot/">such as ChatGPT</a>. But it remains a cause for concern within enterprise settings, largely due to <a href="https://techcrunch.com/2024/07/07/cios-concerns-over-generative-ai-echo-those-of-the-early-days-of-cloud-computing/">issues around security and data privacy</a>.</p> <div class="ad-unit ad-unit--mobile ad-unit--has-placeholder ad-unit--display wp-block-tc-ads-ad-slot has-background has-gray-100-background-color"> <div class="ad-unit__ad" id="us-tc-ros-mw-mid-center" data-unitcode="us_tc_ros_mw_mid_center" data-sizes="[[300,250],[3,2],[2,2]]" style="min-height:250px;min-width:300px;"> </div> </div> <div class="ad-unit ad-unit--desktop ad-unit--native wp-block-tc-ads-ad-slot"> <div class="ad-unit__ad" id="us-tc-ros-dt-native-midarticle" data-unitcode="us_tc_ros_dt_native_midarticle" data-sizes="["fluid"]" style="min-height:0px;min-width:0px;"> </div> </div> <p class="wp-block-paragraph" id="speakable-summary">For context, large language models (LLMs) are the engines behind generative AI and enable machines to understand and generate text just like a human. But whether you want such an application to write a poem or summarize a legal contract, it needs instructions to guide its output. These “prompts,” however, can be constructed in such a way as to trick the application into doing something it’s not supposed to, such as divulging confidential data that was used to train it, or give unauthorized access to private systems. Such “prompt injections” <a href="https://techcrunch.com/2023/02/24/can-language-models-really-be-protected-from-text-based-attacks/">are a real and growing concern</a> and are specifically what Lakera is setting out to address.</p> <h2 class="wp-block-heading" id="h-prompt-response">Prompt response</h2> <p class="wp-block-paragraph">Founded out of Zurich in 2021, Lakera officially <a href="https://techcrunch.com/2023/10/12/lakera-launches-to-protect-large-language-models-from-malicious-prompts/">launched last October with $10 million in funding</a>, with the express promise to protect organizations from LLM security weaknesses such as data leakage or prompt injections. It works with any LLM, including OpenAI’s GPT-X, Google’s Bard, Meta’s Llama, and Anthropic’s Claude.</p> <p class="wp-block-paragraph">At its core, Lakera is pitched as a “low-latency AI application firewall” that secures traffic into and out of generative AI applications.</p> <p class="wp-block-paragraph">The company’s inaugural product, <a href="https://www.lakera.ai/lakera-guard" target="_blank" rel="noreferrer noopener nofollow">Lakera Guard</a>, is built on a database that collates insights from myriad sources, including publicly available “open source” datasets such as those hosted on Hugging Face, in-house machine learning research, and a curious interactive game it developed called <a href="https://gandalf.lakera.ai/intro" target="_blank" rel="noreferrer noopener nofollow">Gandalf</a>, which invites users to attempt to trick it into revealing a secret password.</p> <figure class="wp-block-image aligncenter size-large"><img loading="lazy" decoding="async" width="1174" height="726" src="https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?w=680" alt="Lakera's Gandalf" class="wp-image-2612370" srcset="https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png 1174w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=150,93 150w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=300,186 300w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=768,475 768w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=680,421 680w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=430,266 430w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=720,445 720w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=900,557 900w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=800,495 800w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=668,413 668w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=606,375 606w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=998,617 998w, https://techcrunch.com/wp-content/uploads/2023/10/Screenshot-2023-10-10-at-14.50.05.png?resize=708,438 708w" sizes="(max-width: 1174px) 100vw, 1174px" /><figcaption class="wp-element-caption"><span class="wp-element-caption__text">Lakera’s Gandalf</span><span class="wp-block-image__credits"><strong>Image Credits:</strong>Lakera</span></figcaption></figure> <p class="wp-block-paragraph">The game gets more sophisticated (and thus more difficult to “hack”) as the levels progress. But these interactions have enabled Lakera to build what it calls a “prompt injection taxonomy” that separates such attacks into categories.</p> <div class="marfeel-experience-inline-cta wp-block-tc23-marfeel-experience"> </div> <p class="wp-block-paragraph">“We are AI-first, building our own models to detect malicious attacks such as prompt injections in real time,” Lakera’s co-founder and CEO David Haber explained to TechCrunch. “Our models continuously learn from large amounts of generative AI interactions what malicious interactions look like. As a result, our detector models continuously improve and evolve with the emerging threat landscape.”</p> <figure class="wp-block-image aligncenter size-large"><img loading="lazy" decoding="async" width="1442" height="856" src="https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?w=680" alt="Laker Guard in action" class="wp-image-2813816" srcset="https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png 1442w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=150,89 150w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=300,178 300w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=768,456 768w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=680,404 680w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=1200,712 1200w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=1280,760 1280w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=430,255 430w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=720,427 720w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=900,534 900w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=800,475 800w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=668,397 668w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=632,375 632w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=1039,617 1039w, https://techcrunch.com/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-19.39.43.png?resize=708,420 708w" sizes="(max-width: 1442px) 100vw, 1442px" /><figcaption class="wp-element-caption"><span class="wp-element-caption__text">Lakera Guard in action.</span><span class="wp-block-image__credits"><strong>Image Credits:</strong>Lakera</span></figcaption></figure> <p class="wp-block-paragraph">Lakera says that by integrating their application with the Lakera Guard API, companies can better safeguard against malicious prompts. However, the company has also developed specialized models that scan prompts and application outputs for <a href="https://www.lakera.ai/content-moderation" target="_blank" rel="noreferrer noopener nofollow">toxic content</a>, with dedicated detectors for hate speech, sexual content, violence and profanities.</p> <p class="wp-block-paragraph">“These detectors are particularly useful for publicly facing applications, for example chatbots, but are used in other settings as well,” Haber said.</p> <div class="ad-unit ad-unit--mobile ad-unit--has-placeholder ad-unit--display wp-block-tc-ads-ad-slot has-background has-gray-100-background-color"> <div class="ad-unit__ad" id="us-tc-ros-mw-mid-center" data-unitcode="us_tc_ros_mw_mid_center" data-sizes="[[300,250]]" style="min-height:250px;min-width:300px;"> </div> </div> <div class="ad-unit ad-unit--desktop ad-unit--native wp-block-tc-ads-ad-slot"> <div class="ad-unit__ad" id="us-tc-ros-dt-native-midarticle" data-unitcode="us_tc_ros_dt_native_midarticle" data-sizes="["fluid"]" style="min-height:0px;min-width:0px;"> </div> </div> <p class="wp-block-paragraph">Similar to its prompt defense tool set, companies can integrate Lakera’s content moderation smarts with a single line of code and can get access to a centralized policy control dashboard to fine-tune the thresholds they want to set according to the content type.</p> <figure class="wp-block-image aligncenter size-large"><img loading="lazy" decoding="async" width="1542" height="1327" src="https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?w=680" alt="Lakera Guard content moderation controls" class="wp-image-2813888" srcset="https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png 1542w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=150,129 150w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=300,258 300w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=768,661 768w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=680,585 680w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=1200,1033 1200w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=1280,1102 1280w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=430,370 430w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=720,620 720w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=900,775 900w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=800,688 800w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=1536,1322 1536w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=668,575 668w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=436,375 436w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=717,617 717w, https://techcrunch.com/wp-content/uploads/2024/07/CM-Policy-Control-Screenshot-e1721765656223.png?resize=617,531 617w" sizes="(max-width: 1542px) 100vw, 1542px" /><figcaption class="wp-element-caption"><span class="wp-element-caption__text">Lakera Guard content moderation controls.</span><span class="wp-block-image__credits"><strong>Image Credits:</strong>Lakera</span></figcaption></figure> <p class="wp-block-paragraph">With a fresh $20 million in the bank, Lakera is now primed to expand its global presence, particularly in the U.S. The company already claims a number of fairly high-profile customers in North America, including U.S.-based <a href="https://techcrunch.com/2023/12/05/respell-wants-to-help-non-technical-end-users-spin-up-ai-powered-workflows/">AI startup Respell</a> and <a href="https://techcrunch.com/2024/07/22/cohere-raises-500m-to-beat-back-generative-ai-rivals/">Canadian mega-unicorn Cohere</a>.</p> <p class="wp-block-paragraph">“Large enterprises, SaaS companies and AI model providers are all racing to roll out secure AI applications,” Haber said. “Financial services organizations understand the security and compliance risks and are early adopters, but we are seeing interest across industries. Most companies know they need to incorporate GenAI into their core business processes to stay competitive.”</p> <p class="wp-block-paragraph">Aside from lead backer Atomico, Lakera’s Series A round included participation from Dropbox’s VC arm, Citi Ventures and Redalpine.</p> </div> <div class="wp-block-tc23-post-relevant-terms"> <p class="wp-block-paragraph">Topics</p> <div class="tc23-post-relevant-terms__terms"> <a href="https://techcrunch.com/category/artificial-intelligence/" rel="tag">AI</a><span class="tc23-post-relevant-terms__separator">, </span><a href="https://techcrunch.com/category/startups/" rel="tag">Startups</a><span class="tc23-post-relevant-terms__separator">, </span><a href="https://techcrunch.com/category/venture/" rel="tag">Venture</a> </div> </div> </div> <div class="wp-block-column article-sidebar is-layout-flow wp-block-column-is-layout-flow" style="flex-basis: 316px"> <div class="wp-block-group is-vertical is-content-justification-center is-layout-flex 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