A compact transformer and inter-event timing regularity (coefficient of variation) reportedly detect a self-adapting malware agent at 93% with a roughly 4% false-positive rate.
Data mining approaches for intrusion detection,
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Behavioral Grammar: Detecting Adaptive Malware via Tiny Language Model Priors and Second-Order Temporal Analysis
A compact transformer and inter-event timing regularity (coefficient of variation) reportedly detect a self-adapting malware agent at 93% with a roughly 4% false-positive rate.