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style="color: rgb(255,255,255);">Threat research. Security leadership. Decades of experience.</span></p> </h1> </div> </div> </div> <div data-component-type="ciso" class="c01-featured-article aem-GridColumn aem-GridColumn--default--12"> <div class="c01-featured-article__container article-callout half_layout"> <a class="article-callout__overlay-link" href="/labs/articles/threat-intelligence/2025-advanced-persistent-bots-report" target="_self"> <span class="sr-only">2025 Advanced Persistent Bots Report</span> </a> <div class="c01-featured-article__wrap article-callout__body half_layout"> <div class="c01-featured-article__content-col"> <div class="article-callout__heading"> Report </div> <div class="article-callout__top-info"> <a class="topic-link" href="/labs/search#q=Bots%20and%20Automated%20Attacks"> Bots and Automated Attacks </a> </div> <div class="article-callout__title"> <a class="title-link" href="/labs/articles/threat-intelligence/2025-advanced-persistent-bots-report" tabindex="-1" target="_self"> 2025 Advanced Persistent Bots Report </a> </div> <div class="article-callout__description"> <p>In today鈥檚 digital landscape, bots dominate the internet, with some estimates suggesting they account for over 50% of all website and mobile API activity. Beneficial bots support search engines, fulfill genuine business needs, and automate repetitive tasks. While some are outright malicious and enable fraud, many other bots operate somewhere in the middle鈥攊n the murky grey area between illegal and immoral. They ignore website terms of use, prevent customers from purchasing goods and services, and can even weaken security. Existing research often examines uncontrolled bot traffic across the entire internet, but this report takes a different approach and, instead, focuses on how automated traffic changes after bot mitigation is put in place.</p> </div> <div class="article-callout__bottom-info"> <span class="date"> 03/28/2025 </span> <span class="type article-ico-wrap"> <span class="type-ico report"><i></i>report</span> </span> <span class="content-duration"> 40 min. read </span> </div> </div> <div class="c01-featured-article__image-col"> <div class="c01-featured-article__image"> <img alt="" class="js-bg-lozad" data-src="/content/dam/f5-labs-v2/article/articles/threats/39--2025-jan-mar/20250328_2025_apb_report/thumbnails/article-thumbnail-image_750x455.png"/> </div> </div> </div> </div> </div> <div class="cont05-double-feature-article aem-GridColumn aem-GridColumn--default--12"> <div class="cont05-double-feature-article__row"> <div class="cont05-double-feature-article__col"> <div class="c01-featured-article__container article-callout half_layout"> <a class="article-callout__overlay-link" href="/labs/articles/threat-intelligence/2025-advanced-persistent-bot-report-scraper-bots-deep-dive" target="_self"> <span class="sr-only">2025 Advanced Persistent Bot Report: Scraper Bots Deep-Dive</span> </a> <div class="c01-featured-article__wrap article-callout__body half_layout"> <div class="c01-featured-article__content-col"> <div class="article-callout__heading"> 2025 APB Report </div> <div class="article-callout__top-info"> <a class="topic-link" href="/labs/search#q=Bots%20and%20Automated%20Attacks"> Bots and Automated Attacks </a> </div> <div class="article-callout__title"> <a class="title-link" href="/labs/articles/threat-intelligence/2025-advanced-persistent-bot-report-scraper-bots-deep-dive" tabindex="-1" target="_self"> 2025 Advanced Persistent Bot Report: Scraper Bots Deep-Dive </a> </div> <div class="article-callout__description"> How much do scraper bots affect your industry? </div> <div class="article-callout__bottom-info"> <span class="date"> 03/28/2025 </span> <span class="type article-ico-wrap"> <span class="type-ico article"><i></i>article</span> </span> <span class="content-duration"> 5 min. read </span> </div> </div> <div class="c01-featured-article__image-col"> <div class="c01-featured-article__image"> <img alt="" class="js-bg-lozad" data-src="/content/dam/f5-labs-v2/article/articles/threats/39--2025-jan-mar/20250328_2025_apb_report/thumbnails/article-thumbnail-image_448x272.png"/> </div> </div> </div> </div> </div> <div class="cont05-double-feature-article__col"> <div class="c01-featured-article__container article-callout half_layout"> <a class="article-callout__overlay-link" href="/labs/articles/threat-intelligence/prevent-web-scraping-by-applying-the-pyramid-of-pain" target="_self"> <span class="sr-only">Prevent Web Scraping by Applying the Pyramid of Pain </span> </a> <div class="c01-featured-article__wrap article-callout__body half_layout"> <div class="c01-featured-article__content-col"> <div class="article-callout__heading"> 2025 APB Report </div> <div class="article-callout__top-info"> <a class="topic-link" href="/labs/search#q=Bots%20and%20Automated%20Attacks"> Bots and Automated Attacks </a> </div> <div class="article-callout__title"> <a class="title-link" href="/labs/articles/threat-intelligence/prevent-web-scraping-by-applying-the-pyramid-of-pain" tabindex="-1" target="_self"> Prevent Web Scraping by Applying the Pyramid of Pain </a> </div> <div class="article-callout__description"> The Bots Pyramid of Pain: a framework for effective bot defense. </div> <div class="article-callout__bottom-info"> <span class="date"> 03/28/2025 </span> <span class="type article-ico-wrap"> <span class="type-ico article"><i></i>article</span> </span> <span class="content-duration"> 4 min. read </span> </div> </div> <div class="c01-featured-article__image-col"> <div class="c01-featured-article__image"> <img alt="" 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data-background-image="/content/dam/f5-labs-v2/monochrome-hero-images/reports/SoSo.png"> <div class="u05-by-the-numbers__container"> <h2 class="u05-by-the-numbers__title">Vulnerability Trends</h2> <div class="u05-by-the-numbers__subtitle">A by-the-numbers breakdown from the latest threat intelligence </div> <div class="u05-by-the-numbers__data-header-container"> <div class="u05-by-the-numbers__data-header">Sensor Intel Series: Comparing 2024 to 2023</div> </div> <div class="u05-by-the-numbers__numbers-container"> <div class="u05-by-the-numbers__number-container"> <a href="/labs/articles/threat-intelligence/2024-vulnerability-scanning-surges-91"> <p class="u05-by-the-numbers__number-value f5labs-big-number"> 91% </p> <p class="u05-by-the-numbers__number-header"> increase in overall scan traffic in 2024 vs. 2023 </p> </a> </div> <div class="u05-by-the-numbers__number-container u05-by-the-numbers__f5labs-show-number-mobile"> <a href="/labs/articles/threat-intelligence/2024-vulnerability-scanning-surges-91"> <p class="u05-by-the-numbers__number-value f5labs-big-number"> 33% </p> <p class="u05-by-the-numbers__number-header"> of attack traffic throughout 2024 targeted CVE-2023-1389 </p> </a> </div> <div class="u05-by-the-numbers__number-container"> <a href="/labs/articles/threat-intelligence/2024-vulnerability-scanning-surges-91"> <p class="u05-by-the-numbers__number-value f5labs-big-number"> 75% </p> <p class="u05-by-the-numbers__number-header"> of attack traffic throughout 2024 targeted only 5 vulnerabilities </p> </a> </div> </div> </div> </section> </div> <div class="a11-separation-line aem-GridColumn aem-GridColumn--default--12"> <div> <div class="transparent-border"></div> </div></div> <div data-component-type="category" class="u03-static-data-points aem-GridColumn aem-GridColumn--default--12"><!--googleoff: all--> <section class="u03-static-data-points__container fill-main-container"> <div class="full-site-container info-container-two-columns"> <div class="row"> <div class="u03-static-data-points__left-column-container border-right"> <div class="u03-static-data-points__left-column-wrap"> <h3 class="u03-static-data-points__headline">Hundreds of apps will be attacked by the time you read this.</h3> <p><p>So, we get to work. We obsess over effective attack methods. We monitor the growth of IoT and its evolving threats. We dive deep into the latest crypto-mining campaigns. We analyze banking Trojan targets. We dissect exploits. We hunt for the latest malware. And then our team of experts share it all with you. For more than 20 years, F5 has been leading the app delivery space. With our experience, we are passionate about educating the security community鈥攑roviding the intel you need to stay informed so your apps can stay safe.</p> </p> </div> </div> <div class="u03-static-data-points__right-column-container"> <div class="u03-static-data-points__right-column-wrap"> <h4 class="u03-static-data-points__lead-in"> Every </h4> <div class="f5labs-big-number">9 hrs</div> <div>a critical vulnerability鈥攚ith the potential for remote code execution鈥攊s released.</div> </div> </div> </div> </div> </section> <!--googleon: all--></div> <div data-component-type="structure" class="u02a aem-GridColumn aem-GridColumn--default--12" data-component-title="Footer"> <footer class="u02a__container footer__v2 "> <div class="u02a-footer-hat black"> <svg width="75" height="67" viewBox="0 0 75 67" xmlns="http://www.w3.org/2000/svg"> <path d="m47.3 24.1v-14.6l12.9-7.4 13 7.3v14.6l-13 7.4zm13-24.1-14.9 8.4v16.8l14.9 8.4 14.7-8.4v-16.9z"/> <path d="m26.5 67-26.5-14.9v-29.8l26.5-14.9 15.7 8.7.1 5.1-15.7-8.8-22.2 12.4v24.7l22.1 12.5 22.1-12.4v-18.2l4.4 2.4v18.3z"/> <path d="m28.3 42.5-2.4 2c1.7 1.9 4 2.8 6.3 2.8 4 0 7-2.9 7-6.6 0-3.9-2.7-6.5-6.8-6.5-.6 0-1.2.1-1.9.1l.2-3.3h6.5l1-3.1h-10.1l-.4 9.9c1.2-.7 2.7-1.1 4-1.1 2.6 0 4.3 1.6 4.3 3.8 0 2.1-1.7 3.6-3.7 3.6-1.5.2-2.8-.4-4-1.6m-14.5 4.3h3.3v-8.3h6.9v-2.9h-7v-4.8h7.8v-2.9h-11zm48.5-27.9v-1.7h.6c.6 0 1 .3 1 .9s-.4.9-1 .9c0-.1-.6-.1-.6-.1zm0-2.5v-1.5h.5c.7 0 1.1.2 1.1.7s-.4.8-1 .8zm-.9 3.2h1.4c1.4 0 2.1-.5 2.1-1.6 0-.6-.4-1.1-1-1.3.6-.2.9-.6.9-1.1 0-.9-.6-1.4-1.8-1.4h-1.7zm-4.2-1.7.9-2 .9 2c-.1 0-1.8 0-1.8 0zm-.9 1.7.4-.9h2.4l.4.9h1l-2.5-5.6-2.7 5.6zm-4.6 0h3.2v-.9h-2.3v-4.6h-.9zm16.9-5.4c-.3-.1-.6-.2-.9-.2-.4 0-.8.1-1.1.4s-.4.6-.4.9c0 .1 0 .3.1.4s.1.3.3.4c.1.1.3.3.4.4s.4.2.7.4c.3.1.5.2.6.3s.2.2.4.4c.1.1.1.3.1.4 0 .2-.1.4-.3.6-.1.1-.4.2-.6.2-.6 0-.9-.3-1.2-.9l-.7.3c.2.5.4.9.8 1.1s.7.4 1.1.4.9-.1 1.1-.4c.3-.3.5-.7.5-1.1 0-.2 0-.4-.1-.5s-.1-.4-.3-.5l-.4-.4c-.2-.1-.4-.3-.8-.4s-.6-.3-.7-.4-.2-.3-.2-.4c0-.2.1-.4.2-.4.1-.1.4-.1.6-.1s.4.1.6.1c.1.1.3.2.4.4l.6-.5c-.3-.6-.5-.7-.8-.9z"/> </svg> </div> <div class="u02a__newslettersignup"> <div class="c20-newsletter-signup-display footer-signup carbon-grey-light-grey c20-newsletter-signup-display__newsletter-form"> <div class="c20-newsletter-signup-display__wrapper carbon-grey-light-grey benefits-visible"> <div class="c20-newsletter-signup-display__signup-wrap"> <div class="c20-newsletter-signup-display__row form-and-benefits-row hide-after-success"> <div class="c20-newsletter-signup-display__col"> <div class="c20-newsletter-signup-display__title only-mobile"> F5 Labs Newsletter </div> <div class="c20-newsletter-signup-display__benefits-copy"> <ul class="hex-xlight-gray"> <li>One email per quarter</li> <li>Latest security research insights</li> <li>CISO-level expert analysis</li> <li>Newsletter exclusives</li> </ul> </div> </div> <div class="c20-newsletter-signup-display__col"> <div class="c20-newsletter-signup-display__signup-form-wrap"> <div class="c20-newsletter-signup-display__title only-desktop"> F5 Labs Newsletter </div> <form data-formid="5799" data-forminstance="basic" class="email-signup__signup-form-wrap__form mktoForm mktoHasWidth mktoLayoutLeft hide-after-submit"> </form> <!-- LOADER --> <div id="loader" class="small-loader form-loader thick-loader loader-light-gray "><div id="hexagon-loader"> <svg width="104" height="120" viewBox="0 0 104 120" xmlns="http://www.w3.org/2000/svg" id="hexagon"> <path d="m104 89.7-51.7 30.3-52-29.7-.3-60 51.7-30.3 52 29.7z" id="hexagon-base"/> <path d="m104 89.7-51.7 30.3-52-29.7-.3-60 51.7-30.3 52 29.7z" id="hexagon-line-animation"/> </svg> </div></div> <div class="c20-newsletter-signup-display__privacy U:display-none hide-after-submit"> <p>The information you provide will be treated in accordance with the <a href="https://www.f5.com/company/policies/privacy-policy" style="color: rgb(29,156,211);" target="_blank">F5 Privacy Notice</a>.</p> </div> </div> </div> </div> <!-- SUCCESS MESSAGE --> <div class="c20-newsletter-signup-display__success-message newsletter-success-message U:display-none"> <div class="c20-newsletter-signup-display__success-message-content">Great! 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