A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems
Authors: Zixuan Liu, Yi Zhao, Zhuotao Liu, Qi Li, Chuanpu Fu, Guangmeng Zhou, Ke Xu | Published: 2025-10-16
Botnet Traffic
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection
Authors: Quoc Phong Nguyen, Kar Wai Lim, Dinil Mon Divakaran, Kian Hsiang Low, Mun Choon Chan | Published: 2019-03-15
What we learn from learning – Understanding capabilities and limitations of machine learning in botnet attacks
Authors: David Santana, Shan Suthaharan, Somya Mohanty | Published: 2018-05-03