Deceiving Portable Executable Malware Classifiers into Targeted Misclassification with Practical Adversarial Examples

Yunus Kucuk, Guanhua Yan. Deceiving Portable Executable Malware Classifiers into Targeted Misclassification with Practical Adversarial Examples. In Vassil Roussev, Bhavani M. Thuraisingham, Barbara Carminati, Murat Kantarcioglu, editors, CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, New Orleans, LA, USA, March 16-18, 2020 [due to the escalation of the COVID-19 situation around the world, CODASPY'20 was postponed to early fall 2020]. pages 341-352, ACM, 2020. [doi]

Abstract

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