Q-MALDetect study measures evasion of a quantum malware detector
The hybrid detector reached 97.2% training accuracy, but the strongest feature-space attack succeeded 78.7% of the time.
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MARS: Malware Analysis with Rule-Based Scoring of LLM Claims
MARS study finds direct LLM malware verdicts outperform externally scored behavioral claims.
ALIBI: Adversarial Legitimacy Injection in Binary Input against LLM Malware Analyzers
ALIBI embeds fake benign-narrative sections into binaries, flipping 30 of 35 malware samples to benign verdicts on Gemini 2.5 Pro.