ViralTopic

YARA rule quality poisoning AI training

April 1, 2026Florian Roth

Florian Roth says years of low-quality YARA rules have trained AI models on bad practices like FP-prone rules, full-file hashes in conditions, and unnecessary regex.

Years of bad YARA rules published by the community and big vendors have finally paid off
AI models learned all the usual garbage
FP-prone rules never tested against even the smallest goodware set
full-file hash values in conditions
Florian Roth
detectionyaraai

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