Mitigating the Impact of Malware Evolution on API Sequence-Based Windows Malware Detectors

Xingyuan Wei, Ce Li, Qiujian Lv, Ning Li, Degang Sun, Yan Wang. Mitigating the Impact of Malware Evolution on API Sequence-Based Windows Malware Detectors. IEEE Transactions on Information Forensics and Security, 21:45-60, 2026. [doi]

@article{WeiLLLSW26,
  title = {Mitigating the Impact of Malware Evolution on API Sequence-Based Windows Malware Detectors},
  author = {Xingyuan Wei and Ce Li and Qiujian Lv and Ning Li and Degang Sun and Yan Wang},
  year = {2026},
  doi = {10.1109/TIFS.2025.3637727},
  url = {https://doi.org/10.1109/TIFS.2025.3637727},
  researchr = {https://researchr.org/publication/WeiLLLSW26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {21},
  pages = {45-60},
}