MalPatch: Evading DNN-Based Malware Detection With Adversarial Patches

Dazhi Zhan, Yexin Duan, Yue Hu, Weili Li, Shize Guo, Zhisong Pan. MalPatch: Evading DNN-Based Malware Detection With Adversarial Patches. IEEE Transactions on Information Forensics and Security, 19:1183-1198, 2024. [doi]

@article{ZhanDHLGP24,
  title = {MalPatch: Evading DNN-Based Malware Detection With Adversarial Patches},
  author = {Dazhi Zhan and Yexin Duan and Yue Hu and Weili Li and Shize Guo and Zhisong Pan},
  year = {2024},
  doi = {10.1109/TIFS.2023.3333567},
  url = {https://doi.org/10.1109/TIFS.2023.3333567},
  researchr = {https://researchr.org/publication/ZhanDHLGP24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {19},
  pages = {1183-1198},
}