Poisoning Network Flow Classifiers

As machine learning (ML) classifiers increasingly oversee the automated monitoring of network traffic, studying their resilience against adversarial attacks becomes critical. This paper focuses on poisoning attacks, specifically backdoor attacks, against network traffic flow classifiers. We investig...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Severi, Giorgio, Boboila, Simona, Oprea, Alina, Holodnak, John, Kratkiewicz, Kendra, Matterer, Jason
مؤلفون آخرون: Lincoln Laboratory
التنسيق: مقال
اللغة:English
منشور في: ACM|Annual Computer Security Applications Conference 2024
الوصول للمادة أونلاين:https://hdl.handle.net/1721.1/153298