PAD: Towards Principled Adversarial Malware Detection Against Evasion
AttacksIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 |
MalProtect: Stateful Defense Against Adversarial Query Attacks in
ML-based Malware DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 |
StratDef: Strategic Defense Against Adversarial Attacks in ML-based
Malware DetectionComputers & security (Comput. Secur.), 2022 |
Mal2GCN: A Robust Malware Detection Approach Using Deep Graph
Convolutional Networks With Non-Negative WeightsJournal of Computer Virology and Hacking Techniques (JCVHT), 2021 |