OSS-Fuzz
PulseAugur coverage of OSS-Fuzz — every cluster mentioning OSS-Fuzz across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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Anthropic launches free AI scanner for open-source vulnerabilities · 4 sources tracked
Anthropic has released OSS Scanner, a free tool designed to identify vulnerabilities in open-source projects. The scanner utilizes Anthropic's advanced AI models, including Claude Mythos, to analyze codebases and direct…
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Claude AI generates 180M lines of code proof, finds hundreds of bugs
Anthropic's Claude model, in collaboration with Theorem, has achieved a significant milestone in formal verification by generating approximately 180 million lines of machine-checked proof for 239 entry points across 123…
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New ReLay framework uses LLMs to restore historical software builds
A new framework called ReLay has been developed to address the challenge of rebuilding historical software builds, which often fail due to environmental decay. The study found that a significant majority of historical b…
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Anthropic offers free AI security scans for open-source projects
Anthropic has launched "Cyber Mission," a program aimed at enhancing the security of critical infrastructure and open-source software. As part of this initiative, Anthropic is offering a free AI-powered vulnerability sc…
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Open RL datasets share bugs, complicating benchmark comparisons
A new open reinforcement learning dataset, MiMo-V2.6-RL-oss, has been found to share a significant portion of bugs with the existing CyberGym benchmark. Both datasets draw from the ARVO collection of OSS-Fuzz bugs, with…
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AI agents revolutionize security testing, discovering thousands of vulnerabilities
AI-driven agents are revolutionizing security testing, moving from auxiliary tools to autonomous hunters. Systems like XBOW have topped bug bounty leaderboards, discovering thousands of vulnerabilities at a fraction of …
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Chinese AI Security Agent Surpasses OpenAI, Anthropic in Global Rankings · 1 source tracked
Sangfor AI, a domestic AI security agent, has achieved a top-four global ranking and first place in China on the CyberGym security evaluation platform. Utilizing the GLM-5.2 model, Sangfor AI successfully addressed 1301…
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Sangfor AI ranks top 4 globally in AI security benchmark
Sangfor AI has achieved a top-four global ranking and first place in China on the CyberGym benchmark for AI security capabilities. Utilizing the GLM-5.2 foundation model, Sangfor AI successfully addressed 1301 out of 15…
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AI pentesting uncovers critical bugs missed by traditional tools in OSS
AI-powered pentesting tools are proving more effective at discovering critical vulnerabilities in long-standing open-source projects than traditional signature-based scanners. Projects like curl and FFmpeg, which have u…
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AI vulnerability discovery to favor defense after bumpy 2026-2027 transition
AI models are poised to significantly enhance vulnerability discovery, shifting the landscape from sparse sampling to dense sampling. This transition, while ultimately favoring defense, is expected to cause a bumpy peri…
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New ARVO Dataset Enhances Open-Source Software Vulnerability Reproducibility
Researchers have developed ARVO, a new dataset designed to improve the reproducibility of vulnerability data in open-source software. This dataset addresses the common trade-off between reproducibility, quantity, and di…