Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu 0001, Tianwei Zhang 0004, Qi Li 0002, Zongpeng Li, Tao Wei, Chao Zhang 0008. Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 2329-2346, USENIX Association, 2023. [doi]

@inproceedings{WangZW000LW023,
  title = {Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks},
  author = {Jialai Wang and Ziyuan Zhang and Meiqi Wang and Han Qiu 0001 and Tianwei Zhang 0004 and Qi Li 0002 and Zongpeng Li and Tao Wei and Chao Zhang 0008},
  year = {2023},
  url = {https://www.usenix.org/conference/usenixsecurity23/presentation/wang-jialai},
  researchr = {https://researchr.org/publication/WangZW000LW023},
  cites = {0},
  citedby = {0},
  pages = {2329-2346},
  booktitle = {32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023},
  editor = {Joseph A. Calandrino and Carmela Troncoso},
  publisher = {USENIX Association},
}