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#automated-security News & Analysis

2 articles tagged with #automated-security. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 267/10
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OSS-CRS: Liberating AIxCC Cyber Reasoning Systems for Real-World Open-Source Security

Researchers have created OSS-CRS, an open framework that makes DARPA's AI Cyber Challenge systems usable for real-world cybersecurity applications. The system successfully ported the winning Atlantis CRS and discovered 10 previously unknown bugs, including three high-severity issues, across 8 open-source projects.

AIBullisharXiv – CS AI · Feb 277/105
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Automated Vulnerability Detection in Source Code Using Deep Representation Learning

Researchers developed a convolutional neural network model that can automatically detect vulnerabilities in C source code using deep learning techniques. The model was trained on datasets from Draper Labs and NIST, achieving higher recall than previous work while maintaining high precision and demonstrating effectiveness on real Linux kernel vulnerabilities.