OSS-Fuzz
PulseAugur coverage of OSS-Fuzz — every cluster mentioning OSS-Fuzz across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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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…