https://seclab.cyshield.com/tags/false-negatives/Recent content in False Negatives on Cyshield SeclabHugo -- gohugo.ioen© 2026 Cyshield.Sun, 12 Jul 2026 00:00:00 +0000https://seclab.cyshield.com/posts/why-high-accuracy-can-still-mean-bad-security/Sun, 12 Jul 2026 00:00:00 +0000https://seclab.cyshield.com/posts/why-high-accuracy-can-still-mean-bad-security/High accuracy in security does not guarantee real-world protection. Through the WAMM research study, this post examines what accuracy metrics hide, how false positives and false negatives manifest in production environments, and what a security-grade evaluation framework should actually measure.