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Malware groups develop techniques to evade AI analysis

Cisco Talos reports that several malware families are embedding natural-language instructions in code to confuse or bypass AI analysis tools. These so-called 'AI-analysis evasion' techniques interfere with automated threat detection, with attackers aiming to manipulate language models during triage and classification. Cisco identified this tactic in four malware families over the past 18 months. The best techniques succeeded about 35% of the time, according to their testing.

Why it mattersAI-driven security tools are increasingly relied on to detect malware. Attackers' efforts to mislead or bypass these systems could undermine automated defenses if not addressed promptly, raising the stakes in the arms race between threat actors and defenders.

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