Evading Provenance-Based ML Detectors with Adversarial System Actions

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang 0026, James Wei, Feng Chen, Muhyun Kim, Murat Kantarcioglu, Kangkook Jee. Evading Provenance-Based ML Detectors with Adversarial System Actions. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 1199-1216, USENIX Association, 2023. [doi]

@inproceedings{MukherjeeW0WCKK23,
  title = {Evading Provenance-Based ML Detectors with Adversarial System Actions},
  author = {Kunal Mukherjee and Joshua Wiedemeier and Tianhao Wang 0026 and James Wei and Feng Chen and Muhyun Kim and Murat Kantarcioglu and Kangkook Jee},
  year = {2023},
  url = {https://www.usenix.org/conference/usenixsecurity23/presentation/mukherjee},
  researchr = {https://researchr.org/publication/MukherjeeW0WCKK23},
  cites = {0},
  citedby = {0},
  pages = {1199-1216},
  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},
}