{"id":58368,"date":"2025-03-27T00:00:00","date_gmt":"2025-03-27T00:00:00","guid":{"rendered":"urn:uuid:1092f41f-01a2-2196-782a-ed420ca71caf"},"modified":"2025-03-27T00:00:00","modified_gmt":"2025-03-27T00:00:00","slug":"cybertron-reshapes-ai-security-as-cyber-brain-grows","status":"publish","type":"post","link":"https:\/\/www.threatshub.org\/blog\/cybertron-reshapes-ai-security-as-cyber-brain-grows\/","title":{"rendered":"Cybertron Reshapes AI Security as \u201cCyber Brain\u201d Grows"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/trendmicro.scene7.com\/is\/image\/trendmicro\/cybertron-ai-security-tn:Large?qlt=80\"><\/p>\n<div><img decoding=\"async\" src=\"https:\/\/www.trendmicro.com\/content\/dam\/trendmicro\/global\/en\/research\/thumbnails\/25\/cybertron-ai-security-tn.jpg\" class=\"ff-og-image-inserted\"><\/div>\n<div readability=\"36\">\n<div readability=\"17\">\n<p>Through its integration with Trend Vision One, Trend Cybertron delivers a unified, intelligent security solution that not only protects against current threats but actively anticipates and prevents future security challenges. This forward-looking approach, combined with its comprehensive coverage across email, network, endpoint, and AI security domains, makes it an essential component of every modern enterprise security architecture.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div readability=\"38.864095371669\">\n<div readability=\"26.869004207574\">\n<p>This coordinated intelligence system represents Trend Micro&#8217;s commitment to leveraging cutting-edge AI technology to provide comprehensive, proactive security solutions that protect organizations against both current and emerging threats in an increasingly complex digital landscape.<\/p>\n<p>For Trend Vision One customers, Trend Cybertron is fully integrated into the platform and empowers customers to seamlessly experience the benefits within a unified cybersecurity platform.<\/p>\n<p><b><span class=\"body-subhead-title\">How is Trend Cybertron different within open-source?<\/span><\/b><\/p>\n<p>At Trend Micro, we believe in the power of community. That\u2019s why we\u2019re excited to share select models, datasets, and agents of Trend Cybertron with the open-source community. By fostering collaboration and innovation in AI-driven cybersecurity, we invite you to be a part of something bigger.<\/p>\n<p>The following components of Trend Cybertron Open-Source are available through three main channels:<\/p>\n<ol readability=\"0.94555765595463\">\n<li><b>NVIDIA NIM Catalog (<\/b><a href=\"https:\/\/build.nvidia.com\/\" target=\"_blank\" rel=\"noopener\"><b>https:\/\/build.nvidia.com\/<\/b><\/a><b>):<\/b>\n<ul>\n<li><span class=\"rte-circle-bullet\">Fine-tuned model using Llama 3.1 and optimized for deployment with NVIDIA NIM inference microservices<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Includes an 8-billion-parameter AI model with plans for a more advanced 70-billion parameter version<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Features multiple AI agent blueprints for seamless integration and security task automation<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Enables organizations to enhance security posture, reduce alert overload, save developer time, and extract greater value from existing security sensors<\/span><\/li>\n<\/ul>\n<\/li>\n<li><b>Hugging Face (<\/b><a href=\"https:\/\/huggingface.co\/trend-cybertron\" target=\"_blank\" rel=\"noopener\"><b>https:\/\/huggingface.co\/trend-cybertron<\/b><\/a><b>):<\/b> <span class=\"rte-circle-bullet\">Limited datasets and models from Trend Cybertron are available as part of the <b>Primus collection<\/b> and includes:<\/span>\n<p>Models:<\/p>\n<ul>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Llama-Primus-Base:&nbsp;&nbsp; A text generation model based on Llama-3.1-8B-Instruct, continually pre-trained on 2.77B tokens of cybersecurity text, achieving a 15.88% improvement across cybersecurity benchmarks<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Llama-Primus-Merged: An instruction-following text generation model maintaining capabilities of Llama-3.1-8B-Instruct while achieving 14.84% improvement across cybersecurity benchmarks &nbsp;<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Llama-Primus-Reasoning: A text generation model distilled on reasoning and reflection data for cybersecurity tasks, where in testing achieved a 10%&nbsp; improvement on CISSP (Certified Information Systems Security Professional) practice exams versus humans.<\/span><\/li>\n<\/ul>\n<p>Datasets:<\/p>\n<ul>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Primus-Seed: High-quality cybersecurity texts manually collected from reputable sources like Wikipedia, MITRE, cybersecurity company websites, and CTI<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Primus-FineWeb: 2.57B tokens of cybersecurity texts filtered from FineWeb<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Primus-Instruct: Approximately 1K QA pairs covering common cybersecurity business scenarios<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">trend-cybertron\/Primus-Reasoning: Reasoning and reflection data about cybersecurity tasks for distilled training.<\/span><\/li>\n<\/ul>\n<\/li>\n<p>Read more details in this <a href=\"https:\/\/arxiv.org\/abs\/2502.11191\" target=\"_blank\" rel=\"noopener\">comprehensive whitepaper<\/a> published by the Trend Micro AI Lab team&nbsp; on Cornell University arXiv portal about the Primus collection of open-source Datasets for Cybersecurity LLM Training.<\/p>\n<li>GitHub (<a href=\"https:\/\/github.com\/trendmicro\/cloud-risk-assessment-agent\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/trendmicro\/cloud-risk-assessment-agent<\/a>):&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\n<ul>\n<li><span class=\"rte-circle-bullet\">Trend Cybertron &#8211; Cloud Risk Assessment AI Agent: An open-source project that scans source code, containers, Kubernetes clusters, and AWS infrastructure to detect CVE vulnerabilities, misconfigurations, and security risks<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Provides consolidated, prioritized risk assessment reports with actionable recommendations and remediation code snippets<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Features an interactive chat interface for investigating security issues<\/span><\/li>\n<li><span class=\"rte-circle-bullet\">Designed for Gen-AI developers, cloud infrastructure operators, and security teams<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ol><\/div>\n<\/p><\/div>\n<div readability=\"53.5\">\n<div readability=\"52\">\n<p><span class=\"body-subhead-title\">Typical developer use cases for Trend Cybertron Open-Source<\/span><\/p>\n<ul>\n<li><span class=\"rte-red-bullet\">Enhancing existing security tools with advanced AI capabilities<\/span><\/li>\n<li><span class=\"rte-red-bullet\">Building custom security applications with specialized cybersecurity models<\/span><\/li>\n<li><span class=\"rte-red-bullet\">Training and education in cybersecurity AI<\/span><\/li>\n<li><span class=\"rte-red-bullet\">Research and development of new security techniques<\/span><\/li>\n<li><span class=\"rte-red-bullet\">Integration into DevSecOps pipelines for automated security assessment<\/span><\/li>\n<\/ul>\n<p>Trend Micro enables developers, data scientists, and security professionals to leverage decades of cybersecurity expertise while contributing to the advancement of the field through collaborative innovation in this increasingly complex digital landscape.<\/p>\n<p><span class=\"body-subhead-title\">Why Developers Should Join the Community<\/span><\/p>\n<p>If you&#8217;re working in AI application development, there are compelling reasons to engage with Trend Cybertron Open-Source:<\/p>\n<ol>\n<li><b>Cybersecurity Expertise You Can Trust:&nbsp;<\/b>Build with confidence on Trend Micro&#8217;s battle-tested security foundation. Our open-source cybersecurity LLMs, datasets, and agents are backed by decades of threat intelligence experience and our proven track record protecting millions of endpoints worldwide. When you use our AI tools, you&#8217;re leveraging security intelligence that&#8217;s been validated in real-world environments.<b><\/b><\/li>\n<li><b>Access to Specialized Models<\/b>: Leverage cybersecurity-focused LLMs that have demonstrated significant improvements across security benchmarks.<\/li>\n<li><b>Real-World Applications<\/b>: From threat intelligence analysis to vulnerability assessment, malware detection, and incident response &#8211; these tools address practical security challenges.<\/li>\n<li><b>Collaborative Innovation<\/b>: Join a community that&#8217;s actively shaping the future of AI in cybersecurity, with contributions from both industry experts and independent researchers.<\/li>\n<li><b>Enterprise-Grade Foundation<\/b>: Build on technology developed by a company with 35 years of security expertise and trusted by 20 of the top 25 Fortune Global 500 companies.<\/li>\n<li><b>Standards Influence<\/b>: Contribute to a project that&#8217;s helping shape international AI security standards and policies.<\/li>\n<\/ol>\n<p>Trend Cybertron Open-Source components offer an excellent entry point for developers looking to strengthen their applications with robust security capabilities, while its fully integrated version within Trend Vision One offers a comprehensive enterprise solution for organizations seeking full protection.<\/p>\n<p><span class=\"body-subhead-title\">The Team Behind the Innovation<\/span><\/p>\n<p>Behind this groundbreaking technology is an exceptional team of Trend Micro innovators whose expertise spans cybersecurity, artificial intelligence, and software development. Their commitment to both technical excellence and open collaboration demonstrates Trend Micro&#8217;s leadership in advancing the field of AI-powered cybersecurity.<\/p>\n<p><b>Open Cybertron Product Management Leaders<\/b><\/p>\n<ul>\n<li><span class=\"rte-red-bullet\"><b>David Girard<\/b>&nbsp;\u2013 Product Manager<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Fernando Cardoso<\/b>&nbsp;\u2013 Product Manager<\/span><\/li>\n<\/ul>\n<p><b>Open Cybertron Taskforce<\/b><\/p>\n<ul>\n<li><span class=\"rte-red-bullet\"><b>Jason Yueh<\/b> \u2013 Sr Distinguished Technologist<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Stephanie Chou<\/b> \u2013 Sr Manager (AI Labs)<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Patrick Lu<\/b>&nbsp;&#8211; Project Lead<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Spark Tsao<\/b>&nbsp;&#8211; Project Lead<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Kevin K Chang<\/b>&nbsp;&#8211; Domain Expert<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Willy Kao<\/b>&nbsp;&#8211; Domain Expert<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Hank Yang<\/b>&nbsp;\u2013 LLM\/NIM Inference and model evaluator<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Addison Kao<\/b>&nbsp;&nbsp;\u2013 LLM\/NIM Inference and model evaluator<\/span><\/li>\n<\/ul>\n<p><b>Trend Micro AI Lab Team<\/b><\/p>\n<ul>\n<li><span class=\"rte-red-bullet\"><b>Liam Huang<\/b>&nbsp;&#8211; AI Research Lead<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Yao-Ching Yu<\/b>&nbsp;&#8211; LLM Training Expert<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>Dennis Tsai<\/b>&nbsp;\u2013 AI Researcher<\/span><\/li>\n<li><span class=\"rte-red-bullet\"><b>James Chiang<\/b>&nbsp;&#8211; Data Engineering Lead<\/span><\/li>\n<\/ul>\n<p><span class=\"body-subhead-title\">Join the Movement<\/span><\/p>\n<p>Whether you&#8217;re building the next generation of secure AI applications, enhancing your organization&#8217;s security posture, or simply passionate about advancing cybersecurity through open collaboration, Trend Cybertron Open-Source provides a powerful foundation to build upon.<\/p>\n<p>By contributing to this community, you&#8217;re not just improving your own projects &#8212; you&#8217;re helping shape the future of cybersecurity in an AI-driven world.<\/p>\n<p>Check out the resources on GitHub, Hugging Face, and NVIDIA&#8217;s NIM Catalog to get started with Trend Cybertron today!<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<p>Read More <a href=\"https:\/\/www.trendmicro.com\/en_us\/research\/25\/c\/cybertron-ai-security.html\">HERE<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Previously exclusive to Trend Vision One customers, select Trend Cybertron models, datasets and agents are now available via open-source. Build advanced security solutions and join us in developing the next generation of AI security technology. Read More HERE&#8230;<\/p>\n","protected":false},"author":2,"featured_media":58369,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_layout":"default_layout","footnotes":""},"categories":[61],"tags":[9510,11128,9520,9590,9565,9508,9842,9514,9534,9581,9523,11126,9597,9531,11127,9535],"class_list":["post-58368","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trendmicro","tag-trend-micro-research-articles-news-reports","tag-trend-micro-research-asrm","tag-trend-micro-research-cloud","tag-trend-micro-research-connected-car","tag-trend-micro-research-data-center","tag-trend-micro-research-endpoints","tag-trend-micro-research-ics-ot","tag-trend-micro-research-iot","tag-trend-micro-research-latest-news","tag-trend-micro-research-mobile","tag-trend-micro-research-network","tag-trend-micro-research-platform","tag-trend-micro-research-smart-home","tag-trend-micro-research-social-media","tag-trend-micro-research-tm-vision-one-platform","tag-trend-micro-research-web"],"yoast_head":"<!-- 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