Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems

Sridhar Venkatesan, Harshvardhan Sikka, Rauf Izmailov, Ritu Chadha, Alina Oprea, Michael J. De Lucia. Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems. In 2021 IEEE Military Communications Conference, MILCOM 2021, San Diego, CA, USA, November 29 - Dec. 2, 2021. pages 874-879, IEEE, 2021. [doi]

Abstract

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