GAP-CAN: Gradient-Based Adversarial Attack on Transformers for CAN Bus Anomaly Detection

Devin Drake, Victor Cobilean, Harindra S. Mavikumbure, Morgan Stuart, Swagat Das, Milos Manic. GAP-CAN: Gradient-Based Adversarial Attack on Transformers for CAN Bus Anomaly Detection. In 8th IEEE International Conference on Industrial Cyber-Physical Systems, ICPS 2025, Emden, Germany, May 12-15, 2025. pages 1-7, IEEE, 2025. [doi]

@inproceedings{DrakeCMSDM25,
  title = {GAP-CAN: Gradient-Based Adversarial Attack on Transformers for CAN Bus Anomaly Detection},
  author = {Devin Drake and Victor Cobilean and Harindra S. Mavikumbure and Morgan Stuart and Swagat Das and Milos Manic},
  year = {2025},
  doi = {10.1109/ICPS65515.2025.11087840},
  url = {https://doi.org/10.1109/ICPS65515.2025.11087840},
  researchr = {https://researchr.org/publication/DrakeCMSDM25},
  cites = {0},
  citedby = {0},
  pages = {1-7},
  booktitle = {8th IEEE International Conference on Industrial Cyber-Physical Systems, ICPS 2025, Emden, Germany, May 12-15, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-4299-3},
}