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Gecko Security Launches AI Tool to Detect Complex Code Vulnerabilities

By

jjjutla

10mo ago· 5 min readenNews

Summary

Gecko Security, a Y Combinator-backed startup, introduces an AI-powered static analysis tool that leverages LLMs to identify complex business logic and multi-step vulnerabilities in code, which traditional scanners often miss. The tool has already discovered 30+ CVEs in projects like Ollama, Gradio, and Ragflow. It is available for testing on any open-source repository.

Key quotes

· 3 pulled
We're building a new kind of static analysis tool that uses LLMs to find complex business logic and multi-step vulnerabilities that current scanners miss.
We’ve used it to find 30+ CVEs in projects like Ollama, Gradio, and Ragflow.
Anyone who’s used SAST (Static Application Security Testing) tools knows the issues of high false positives while missing entire classes of vulnerabilities like AuthN/Z bypasses.
Snippet from the RSS feed
Hey HN, I'm JJ, Co-Founder of Gecko Security (https://www.gecko.security). We're building a new kind of static analysis tool that uses LLMs to find complex business logic and multi-step vulnerabilities that current scanners miss. We’ve used it to find 30+

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