{"id":51460,"date":"2025-10-27T16:35:33","date_gmt":"2025-10-27T22:35:33","guid":{"rendered":"https:\/\/swimlane.com\/?post_type=sw_resource&#038;p=51460"},"modified":"2025-10-27T16:38:12","modified_gmt":"2025-10-27T22:38:12","slug":"geister-vergangener-ereignisse-held-ki","status":"publish","type":"sw_resource","link":"https:\/\/swimlane.com\/de\/blog\/ghosts-of-incidents-past-hero-ai\/","title":{"rendered":"Geister vergangener Ereignisse: Bedrohungen mit Helden-KI bannen"},"content":{"rendered":"\n\n\n<section class=\"bs-section bs-section-f49668dca89a07af4c4bed27713f079b6839f643 bs-section---default bs-section--blog-inner-banner  \"><style>.bs-section.bs-section-f49668dca89a07af4c4bed27713f079b6839f643{ background-color: #000743;} <\/style><div class=\"container\">\n<div class=\"bs-row row  flex-md-row-reverse bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-12 col-lg-6   bs-column-3c02e72bbbdd27fbc2206a57dc520373f8b450b2 bs-column---default bs-column--right d-flex flex-column justify-content-end    \"><figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-63.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"hero ai\" style=\"object-fit:cover;\" srcset=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-63.jpg 1120w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-63-300x178.jpg 300w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-63-1024x609.jpg 1024w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-63-768x457.jpg 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" \/><\/figure><\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-6   bs-column-6a13826d98ae006805bf00373c567a95c3c65a9a bs-column---default d-flex flex-column    \"><div class=\"wp-block-post-date\"><time datetime=\"2025-10-27T16:35:33-06:00\">Okt. 27, 2025<\/time><\/div>\n\n<h1 class=\"wp-block-post-title has-text-color has-white-color\">Ghosts of Incidents Past: Exorcise Threats with Hero AI<\/h1>\n\n\n<div class=\"bs-div bs-div-f106fb945b2c4610a440b9e5b4f63c0c1cbbec02 bs-div---default\"><div class=\"bs-div__inner d-flex flex-wrap align-items-center    \">\n<a class=\"bs-post__author has-text-align-center\" href=\"https:\/\/swimlane.com\/de\/author\/Nick_Tausek\/\">\n\t<div class=\"profile-desc\">\n\t\t<figure>\n\t\t\t<img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/author_Nick_Tausek.jpg\" alt=\"user-avatar\">\n\t\t<\/figure>\n\t\t<span class=\"prefix\"><\/span>\n\t\t<span class=\"name\">\n\t\t\tNick Tausek\t\t<\/span>\n\t<\/div>\n<\/a>\n\n\n\n<div class=\"reading-time\">\n    <span class=\"reading-time__time\">3 <\/span> Minute Read\n<\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n\n\n\n\n<section class=\"bs-section bs-section-050e6505c2b06c7ce9ca858e2f56661a365e6ba8 bs-section---default bs-section--blog-inner-main-contents  \"><div class=\"container\">\n<div class=\"bs-row row justify-content-between  bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-1   bs-column-b9d738473a055284b615b4f50be5a383dfe4cc38 bs-column---default     \"><div class=\"heateor_sss_sharing_container heateor_sss_horizontal_sharing\" data-heateor-ss-offset=\"0\" data-heateor-sss-href='https:\/\/swimlane.com\/de\/blog\/ghosts-of-incidents-past-hero-ai\/'><div class=\"heateor_sss_sharing_ul\"><a aria-label=\"Email\" class=\"heateor_sss_email\" href=\"https:\/\/swimlane.com\/de\/blog\/ghosts-of-incidents-past-hero-ai\/\" onclick=\"event.preventDefault();window.open('mailto:?subject=' + decodeURIComponent('Ghosts%20of%20Incidents%20Past%3A%20Exorcise%20Threats%20with%20Hero%20AI').replace('&', '%26') + '&body=https%3A%2F%2Fswimlane.com%2Fde%2Fblog%2Fghosts-of-incidents-past-hero-ai%2F', '_blank')\" title=\"Email\" rel=\"noopener\" style=\"font-size:32px!important;box-shadow:none;display:inline-block;vertical-align:middle\"><span 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style=\"font-size:32px!important;box-shadow:none;display:inline-block;vertical-align:middle\"><span class=\"heateor_sss_svg heateor_sss_s__default heateor_sss_s_linkedin\" style=\"background-color:#0077b5;width:35px;height:35px;border-radius:999px;display:inline-block;opacity:1;float:left;font-size:32px;box-shadow:none;display:inline-block;font-size:16px;padding:0 4px;vertical-align:middle;background-repeat:repeat;overflow:hidden;padding:0;cursor:pointer;box-sizing:content-box\"><svg style=\"display:block;border-radius:999px;\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100%\" height=\"100%\" viewBox=\"0 0 32 32\"><path d=\"M6.227 12.61h4.19v13.48h-4.19V12.61zm2.095-6.7a2.43 2.43 0 0 1 0 4.86c-1.344 0-2.428-1.09-2.428-2.43s1.084-2.43 2.428-2.43m4.72 6.7h4.02v1.84h.058c.56-1.058 1.927-2.176 3.965-2.176 4.238 0 5.02 2.792 5.02 6.42v7.395h-4.183v-6.56c0-1.564-.03-3.574-2.178-3.574-2.18 0-2.514 1.7-2.514 3.46v6.668h-4.187V12.61z\" fill=\"#fff\"><\/path><\/svg><\/span><\/a><\/div><div class=\"heateorSssClear\"><\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-lg-8 col-md-11   bs-column-5fcbee853797bef68c609dd2715f511e3ead78a3 bs-column---default bs-column--contents     \">\n<h2 class=\"wp-block-heading\" id=\"h-ghosts-of-incidents-past-exorcise-threats-with-hero-ai\">Ghosts of Incidents Past: Exorcise Threats with Hero AI<\/h2>\n\n\n\n<div class=\"bs-div bs-div-8d5175a48f2cd3ca3bdd0365063b72cdbcca3051 bs-div---default bs-div--blog-inner-light\"><div class=\"bs-div__inner     \">\n<p>Cyber incidents have a habit of coming back to haunt organizations that don\u2019t learn from them. From NotPetya to SolarWinds, history keeps repeating itself, but it doesn\u2019t have to. This blog explores what security teams can learn from the \u201cghosts of incidents past\u201d and how agentic AI automation helps exorcise them for good. Swimlane Hero AI empowers SOC teams to move faster, reduce errors, and stay ahead of emerging threats, turning cybersecurity nightmares into resilient, intelligent operations.<\/p>\n<\/div><\/div>\n\n\n\n<p>Hey all you ghouls, goblins, and witches, missing a cyber attack may or may not haunt your nightmares, like Freddy Krueger in <em>Nightmare on Elm Street<\/em>, but in cybersecurity, the real specters are the ghosts of incidents past. From ransomware to supply chain exploits, attacks from yesteryear can come back to haunt organizations that don\u2019t learn their lessons. Luckily, with the right strategies and agentic AI automation, you can keep these digital phantoms at bay.<\/p>\n\n\n\n<p>In cybersecurity, those who don\u2019t learn from history are doomed to repeat it. Many of today\u2019s most notorious attacks, <a href=\"https:\/\/www.wired.com\/story\/notpetya-cyberattack-ukraine-russia-code-crashed-the-world\/?utm_source=chatgpt.com\">NotPetya<\/a>, <a href=\"https:\/\/www.cloudflare.com\/learning\/security\/ransomware\/wannacry-ransomware\/?utm_source=chatgpt.com\">WannaCry<\/a>, <a href=\"https:\/\/archive.epic.org\/privacy\/data-breach\/equifax\/?utm_source=chatgpt.com\">Equifax<\/a>, <a href=\"https:\/\/www.fortinet.com\/resources\/cyberglossary\/solarwinds-cyber-attack?utm_source=chatgpt.com\">SolarWinds<\/a>, and <a href=\"https:\/\/www.cisa.gov\/news-events\/news\/attack-colonial-pipeline-what-weve-learned-what-weve-done-over-past-two-years?utm_source=chatgpt.com\">Colonial Pipeline<\/a>, share surprising similarities. The most resilient organizations don\u2019t just learn from their own mistakes, they learn from others.<\/p>\n\n\n\n<p>At <a href=\"https:\/\/swimlane.com\/\">Swimlane<\/a>, we help security teams exorcise the \u201cghosts of incidents past\u201d by combining lessons from history with solutions that actually work. <a href=\"https:\/\/swimlane.com\/swimlane-turbine\/\">Swimlane Turbine <\/a>agentic AI automation, enables faster, smarter, and more resilient defenses.&nbsp;<\/p>\n\n\n\n<p>Dare you to keep reading\u2026 to discover why the right tools and strategies are your silver bullets, and how agentic AI automation can exorcise the ghosts of past breaches.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ghosts in the System: Lessons from Cybersecurity\u2019s Darkest Hours<\/h2>\n\n\n\n<p>Yes, this headline should scare you. From nation-state attacks to supply chain exploits, these incidents reveal recurring patterns:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nation-State Involvement:<\/strong> Many high-impact breaches (NotPetya, SolarWinds, Sony, Equifax, Yahoo) were backed by state actors.<\/li>\n\n\n\n<li><strong>Supply Chain Vulnerabilities:<\/strong> Trusted third parties are prime attack vectors (SolarWinds, NotPetya, Target).<\/li>\n\n\n\n<li><strong>Critical Infrastructure Targets:<\/strong> Energy, healthcare, and finance are particularly vulnerable (Colonial Pipeline, NHS, Estonia).<\/li>\n\n\n\n<li><strong>Data as a Crown Jewel:<\/strong> Stolen PII fuels fraud, espionage, and identity theft (Yahoo, Equifax, Marriott).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Key Takeaways Every SecOps Team Should Know<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adopt Zero Trust Architecture and least-privilege access.&nbsp;<\/li>\n\n\n\n<li>Maintain aggressive patching and vulnerability management.<\/li>\n\n\n\n<li>Implement vendor &amp; supply chain risk monitoring.<\/li>\n\n\n\n<li>Build robust backup, recovery, and segmentation strategies.<\/li>\n\n\n\n<li>Train teams regularly and foster a strong cybersecurity culture.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-agentic-ai-automation-casting-spells-for-secops-success\">Agentic AI Automation: Casting Spells for SecOps Success<\/h2>\n\n\n\n<p>Hero AI is a suite of generative and agentic AI capabilities within the Turbine AI automation platform. It helps teams prevent repeated mistakes and enhance security operations across multiple fronts:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Context-Aware Case Summarization:<\/strong> Understand complex cases faster, categorize, prioritize, and mitigate issues efficiently.<\/li>\n\n\n\n<li><strong>AI-Enabled Incident Response: <\/strong>Ask Hero to find, recommend, and execute playbooks to accelerate remediation and apply best practices.<\/li>\n\n\n\n<li><strong>Recommended Actions:<\/strong> Receive context-aware guidance and personalized recommendations for security operations (SecOps) decision-making.<\/li>\n\n\n\n<li><strong>AI Playbook Actions:<\/strong> Integrate AI into playbooks securely, without coding, to simplify automation workflows.<\/li>\n\n\n\n<li><strong>AI-Augmented Reporting: <\/strong>Generate after-action reports automatically, in multiple languages, for streamlined communication.<\/li>\n<\/ol>\n\n\n\n<p><a href=\"https:\/\/swimlane.com\/platform\/ai\/\">Hero AI <\/a>acts as a private, intelligent companion for SecOps teams, enhancing productivity, accelerating response, and improving the consistency and reliability of security operations. Making operations in your security operations center (SOC) a little less spooky.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Strategic Benefits of Agentic AI + Automation<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Speed:<\/strong> Decisions in milliseconds instead of hours.<\/li>\n\n\n\n<li><strong>Scale:<\/strong> Manage millions of endpoints simultaneously.<\/li>\n\n\n\n<li><strong>Consistency:<\/strong> Reduce errors and alert fatigue.<\/li>\n\n\n\n<li><strong>Proactivity:<\/strong> Shift from reactive firefighting to continuous risk reduction.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">The Real Balance of Trust and Oversight<\/h2>\n\n\n\n<p>AI isn\u2019t here to replace humans. It augments analysts, giving them time to focus on strategy, complex investigations, and high-stakes decisions, while maintaining human oversight to prevent mistakes or overreach.<\/p>\n\n\n\n<p><strong>Takeaway:<\/strong> Learning from the past is critical, but combining those lessons with agentic AI automation creates a modern, resilient security posture. Hero AI helps your team move faster, scale smarter, and stay ahead of emerging threats, so your organization never becomes another \u201cghost of incidents past.\u201d<\/p>\n\n\n\n<p>AI isn\u2019t here to replace you, it\u2019s your spectral sidekick. It haunts the mundane tasks, letting analysts focus on strategy, complex investigations, and high-stakes decisions, all while keeping a watchful human eye to prevent missteps or any rogue behavior (spooky we know).<\/p>\n\n\n\n<p><strong>Takeaway:<\/strong> Don\u2019t let past horrors repeat themselves. Combine lessons from the crypt with agentic AI automation to conjure a resilient, modern security posture. Hero AI helps your team move faster, scale smarter, and stay ahead of emerging threats, so your organization never becomes a line item of a future blog titled \u201cghost of incidents past\u201d ;).<\/p>\n\n\n\n<div class=\"bs-div bs-div-db76218a6ca2a437a482d84d7b963baf12cfccb6 bs-div---default bs-div--blog-inner-dark\"><div class=\"bs-div__inner     \">\n<p>TL;DR: Major cyber incidents like NotPetya, WannaCry, and SolarWinds show the high cost of repeating past mistakes. Swimlane combines agentic AI with automation to help SecOps teams detect threats faster, respond smarter, and prevent history from repeating, all while keeping humans in control.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"bs-div bs-div-24137a35f654b074c28791d3d5413e184b14b407 bs-div---default bs-div--blog-inner-download-guide\"><style>.bs-div.bs-div-24137a35f654b074c28791d3d5413e184b14b407 {background-image: url(https:\/\/swimlane.com\/wp-content\/uploads\/2022\/10\/download-report.png); background-position: center center;\n    background-size: cover;} <\/style><div class=\"bs-div__inner d-flex flex-wrap justify-content-center  flex-md-row-reverse align-items-md-center justify-content-md-between flex-md-nowrap  \"><div class='media-elements bs-media-element---default enable'>    <div class='bs-common-image'>\n                            <figure class='figure justify-content-start d-flex'>\n                            <picture>\n                            \n                            <img src='https:\/\/swimlane.com\/wp-content\/uploads\/BT-Ghosts-1-1.png' class='img-fluid'   alt='\u201cGhosts of Incidents Past\u201d webinar banner with eerie forest and ghost figures promoting security awareness.' title=''  \/>\n                            <\/picture>\n                                \n                            <\/figure>\n                        <\/div><\/div>\n\n\n<div class=\"bs-div bs-div-6579231807f77384e51d7afce73810a09bb43077 bs-div---default\"><div class=\"bs-div__inner     \">\n<h3 class=\"wp-block-heading\" id=\"h-ghosts-of-incidents-past-webinar\">Ghosts of Incidents Past Webinar <\/h3>\n\n\n\n<p>In this webinar, Nick Tausek, Lead Solutions Architect at Swimlane, will walk through some of the most infamous security breaches in recent history. <\/p>\n\n\n\n<p>Join us to learn how to exorcise the ghosts of incidents past and keep your organization&#8217;s name out of the history books for all the wrong reasons.<\/p>\n\n\n\n<span class=\"bs-pro-button bs-pro-button---default bs-pro-button--primary-with-arrow-small bs-pro-button-p-btn-6bc2507684a311564f8f1511e9d8ae0aac4409e3\"><style>.bs-pro-button-p-btn-6bc2507684a311564f8f1511e9d8ae0aac4409e3 .bs-pro-button__container {background-color: #abb8c3; color: #000000;}<\/style><a href=\"https:\/\/www.brighttalk.com\/webcast\/17794\/654107?utm_source=Swimlane&amp;utm_medium=brighttalk&amp;utm_campaign=654107\" target=\"\" rel=\"noopener noreferrer\" class=\"bs-pro-button__container\">Register Now<\/a><\/span>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-3   bs-column-4ffac197d945e44dadadc9d8f52ba4737135ba21 bs-column---default     \">\n<div class=\"bs-div bs-div-ffc71f24880cf5ca65c4a54e87fb14a656cc562d bs-div---default bs-div--tags\"><div class=\"bs-div__inner     \">\n<h2 class=\"wp-block-heading\" id=\"h-tags\">Tags<\/h2>\n\n\n<div class=\"post-tag-wrapper\">\n    <p><a href='https:\/\/swimlane.com\/de\/tag\/ai\/'><span class='tag-content'>AI<\/span><\/a><\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"bs-div bs-div-685a1b01df94aa255c335d03b57561a286e387aa bs-div---default bs-div--related-posts bs-div--right-sticky-related-posts\"><div class=\"bs-div__inner     \">\n<h2 class=\"wp-block-heading\" id=\"h-related-resources\">Related Resources<\/h2>\n\n\n\n<div class=\"bs-related-posts bs-related-posts-block---default\"><div class=\"bs-related-posts__container\"><div class=\"bs-related-posts__items\">\n<div class=\" bs-column col-sm-4   bs-column-4bb8c1b66cb5e72c43988fbaf017046daf38fc18 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69d052966ffd6 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/de\/blog\/hero-ai-secops-partner\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>From Insights to Action: Make Hero AI your SecOps Partner<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\" bs-column col-sm-4   bs-column-4bb8c1b66cb5e72c43988fbaf017046daf38fc18 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69d0529671735 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/de\/blog\/global-soc-survey-insights\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>2025 SANS SOC Survey Insights: Why AI Automation is Non-Negotiable<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\" bs-column col-sm-4   bs-column-4bb8c1b66cb5e72c43988fbaf017046daf38fc18 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69d052967302e bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/de\/resources\/videos\/demo-hero-agentic-ai-secops-companion\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>Hero Agentic AI Companion Demo<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"bs-div bs-div-7a5be0abd58610f08cf9c9d564fee477ee90844a bs-div---default bs-div--blog-inner-single-post\"><div class=\"bs-div__inner     \">\t\t\t\t\t<div class=\"bs-post bs-post-69d0529674858 bs-single-post---default bs-single-post--home-resources-alt enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/de\/resources\/reports\/sans-ai-security-survey\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class='bs-post__image'>\n                            <figure class='figure'>\n                                <img src='https:\/\/swimlane.com\/wp-content\/uploads\/OG-2025-SANS-Survey-AI-Security-1.png' class='img-fluid' alt='SANS AI Security Survey ' title='OG 2025 SANS Survey AI Security'   \/>\n                                <figcaption class='figure-caption'><\/figcaption>\n                            <\/figure>\n                        <\/div><div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>SANS 2025 AI Survey: AI\u2019s Impact on Security Three Years Later<\/h5>\n    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