false positives

Articles tagged "false positives"

Log4J and AI-Slop: How Bad Security Reports Are Wasting Your Time

AI-generated security reports are flooding development teams with irrelevant Log4J alerts and false positives. Learn how to identify AI-slop, implement effective filtering strategies, and focus on actual vulnerabilities that matter for your API and integration security.

14 min read | Mar 10, 2026

VPN & Privacy

Curl's Bug Bounty Shutdown: AI-Generated Reports Flood Security

The curl project recently terminated its bug bounty program after being overwhelmed by low-quality, AI-generated vulnerability reports. This decision highlights a growing crisis in open-source security and raises critical questions about AI's role in cybersecurity research.

14 min read | Jan 25, 2026