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Open source LLM tool primed to sniff out Python zero-days

ID: 04dc3304-7160-56c7-9ac7-31bb9774777a

STIX ID: report--04dc3304-7160-56c7-9ac7-31bb9774777a

Feed Name: The Register (Security)

Threat Score
65/100

Date Published: 2024-10-20

Date Updated: 2026-04-26

Author: Thomas Claburn

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Protect AI announced Vulnhuntr, a free open-source tool that leverages Anthropic's Claude (and optionally OpenAI models) to trace call chains in Python code and identify zero-day vulnerabilities, producing analysis and PoC exploits with confidence scores. The tool has reportedly found multiple previously unknown issues (including LFI, XSS, SSRF, RCE) in several popular open-source projects; limitations include Python-only support, dependence on a static analyzer, non-deterministic LLM outputs, and some false positives.

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