A Practical Adversarial Attack against Sequence-based Deep Learning Malware Classifiers

Kai Tan, Dongyang Zhan, Lin Ye +2

Sequence-based deep learning models (e.g., RNNs), can detect malware by analyzing its behavioral sequences. Meanwhile, these models are susceptible to adversarial attacks. Attacker…