Explainable AI for Comparative Analysis of Intrusion Detection Models

Explainable AI for Comparative Analysis of Intrusion Detection Models

14 June 2024

Yongxin Liu

Houbing Song

Papers citing "Explainable AI for Comparative Analysis of Intrusion Detection Models"

5 / 5 papers shown

Title
Machine Learning for Cyber-Attack Identification from Traffic Flows Yujing Zhou Marc L. Jacquet Robel Dawit Skyler Fabre Dev Sarawat ... Yongxin Liu Dahai Liu Hongyun Chen Jian Wang Huihui Wang 31 0 0 02 May 2025
Explainable Machine Learning for Cyberattack Identification from Traffic Flows Yujing Zhou Marc L. Jacquet Robel Dawit Skyler Fabre Dev Sarawat ... Yongxin Liu Dahai Liu Hongyun Chen Jian Wang Huihui Wang AAML 29 0 0 02 May 2025
CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection Diego Cajaraville-Aboy Marta Moure-Garrido Carlos Beis-Penedo C. García-Rubio R. Redondo Celeste Campo Ana Fernández-Vilas M. Fernández-Veiga 40 0 0 02 Apr 2025
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks Wen-Xi Tan Justus Renkhoff Alvaro Velasquez Ziyu Wang Lu Li Jian Wang Shuteng Niu Fan Yang Yongxin Liu Haoze Song AAML 35 6 0 09 Mar 2023
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach Justus Renkhoff Wenkai Tan Alvaro Velasquez William Yichen Wang Yongxin Liu Jian Wang Shuteng Niu Lejla Begic Fazlic Guido Dartmann Haoze Song AAML 50 7 0 08 Mar 2023