AI-Generated Vulnerability Reports Overwhelm Bug Bounty Platforms and Security Teams
By
mooreds
Hand-rolled, kettle-boiled, baked to perfection. Worth every minute at the bakery.
Summary
A cybersecurity expert with nearly a decade of experience in bug bounty programs analyzes the growing problem of AI-generated vulnerability reports (termed 'AI slop') in open-source security. The article discusses how AI tools are flooding bug bounty platforms with low-quality, often incorrect vulnerability submissions, overwhelming human triagers and creating burnout. The author explains the limited human capital in security, the characteristics of AI-generated reports, and the negative impact on the bug bounty ecosystem, arguing that while AI can assist, it cannot replace human expertise in security vulnerability assessment.
Key quotes
· 3 pulledI have now spent almost a decade in the bug bounty industry, started out as a bug hunter (who initially used to submit reports with minimal impact, low-hanging fruits like RXSS, SQLi, CSRF, etc.), then moved on to complex chains involving OAuth, SAML, parser bugs, supply chain security issues, etc.
Human Capital is Limited - Burnout Burnout Burnout
What AI Slop Looks Like - The CV...
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