Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research

31 August 2022

Papers citing "Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research"

6 / 6 papers shown

Title
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection Md Abrar Jahin S. M. Mridha Raihan Kabir Md. Rashedul Islam Yutaka Watanobe Hezerul Abdul Karim 36 0 0 02 Mar 2025
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 62 6 0 28 Feb 2025
Algebraic Adversarial Attacks on Integrated Gradients Lachlan Simpson Federico Costanza Kyle Millar A. Cheng Cheng-Chew Lim Hong-Gunn Chew SILM AAML 49 2 0 23 Jul 2024
$ECQ$^{\text{x}}$: Explainability-Driven Quantization for Low-Bit and Sparse DNNs$ ECQ $^{\text{x}}$ : Explainability-Driven Quantization for Low-Bit and Sparse DNNs Daniel Becking Maximilian Dreyer Wojciech Samek Karsten Müller Sebastian Lapuschkin MQ 40 12 0 09 Sep 2021
Explainable Machine Learning for Fraud Detection I. Psychoula A. Gutmann Pradip Mainali Sharon H. Lee Paul Dunphy F. Petitcolas FaML 29 31 0 13 May 2021
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 169 1,157 0 03 Mar 2020