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]

Abstract

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