Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors
Authors: Hangsheng Zhang, Dongqi Han, Yinlong Liu, Zhiliang Wang, Jiyan Sun, Shangyuan Zhuang, Jiqiang Liu, Jinsong Dong | Published: 2024-01-19
Model Interpretability
X Hacking: The Threat of Misguided AutoML
Authors: Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby | Published: 2024-01-16 | Updated: 2024-02-12
Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids
Authors: Ömer Sen, Simon Glomb, Martin Henze, Andreas Ulbig | Published: 2023-12-21
An Explainable Ensemble-based Intrusion Detection System for Software-Defined Vehicle Ad-hoc Networks
Authors: Shakil Ibne Ahsan, Phil Legg, S M Iftekharul Alam | Published: 2023-12-08 | Updated: 2024-10-11
Characterizing climate pathways using feature importance on echo state networks
Authors: Katherine Goode, Daniel Ries, Kellie McClernon | Published: 2023-10-12
FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing
Authors: Pan Wang, Zeyi Li, Mengyi Fu, Zixuan Wang, Ze Zhang, MinYao Liu | Published: 2023-08-14
The Curse of Recursion: Training on Generated Data Makes Models Forget
Authors: Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot, Ross Anderson | Published: 2023-05-27 | Updated: 2024-04-14
Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2022-09-02
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
Authors: Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani, Chan Yeob Yeun, Fatma Taher | Published: 2022-08-31
Firenze: Model Evaluation Using Weak Signals
Authors: Bhavna Soman, Ali Torkamani, Michael J. Morais, Jeffrey Bickford, Baris Coskun | Published: 2022-07-02