ENTITY
LineVul
LineVul
PulseAugur coverage of LineVul — every cluster mentioning LineVul across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
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LLMs struggle to detect real-world code vulnerabilities, study finds
A new study published on arXiv evaluates the real-world effectiveness of deep learning models and large language models for detecting vulnerabilities in code. The research found that current models, including prominent …
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ANVIL uses LLMs for anomaly-based vulnerability detection
Researchers have developed ANVIL, a novel approach to identifying software vulnerabilities by reframing the problem as anomaly detection. Unlike traditional supervised methods that struggle with limited labeled data, AN…