Week 36 · 2026
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CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild
Researchers have developed CyberFactory, a unified framework that automates the creation of high-quality cybersecurity training data from real-world vulnerabilities. By using agentic trajectories to train the OpenAegis model, they achieved state-of-the-art performance in vulnerability detection and patching.
Week 35 · 2026
Read the issue →-
CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild
Researchers have developed CyberFactory, a unified framework that automates the creation of high-quality cybersecurity training data from real-world vulnerabilities. By using agentic trajectories to train the OpenAegis model, they achieved state-of-the-art performance in vulnerability detection and patching.
Week 28 · 2026
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Why a five-minute sniff test is your secret supply chain defense
The article advocates for a proactive 'sniff test' methodology to validate the integrity of SBOMs in containerized environments. It highlights how identifying omissions like unpinned packages or missing dependencies is crucial for preventing supply chain attacks.
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