Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach

James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen

Deep Learning (DL)-based malware detectors are increasingly adopted for early detection of malicious behavior in cybersecurity. However, their sensitivity to adversarial malware va…