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

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

31 August 2022

Ernesto Damiani

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

11 / 11 papers shown

Title
Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods Fahad Almalki Mehedi Masud 24 0 0 15 May 2025
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 41 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 78 6 0 28 Feb 2025
Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI Sathwik Narkedimilli Sujith Makam Amballa Venkata Sriram Sai Prashanth Mallellu MSVPJ Sathvik Ranga Rao Venkatesha Prasad 29 0 0 20 Jan 2025
Algebraic Adversarial Attacks on Integrated Gradients Lachlan Simpson Federico Costanza Kyle Millar A. Cheng Cheng-Chew Lim Hong-Gunn Chew SILM AAML 64 2 0 23 Jul 2024
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement Jonathan Pan Swee Liang Wong Xin Wei Chia Yidi Yuan LRM 35 0 0 01 Apr 2024
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals Zhibo Zhang Sani Umar Ahmed Y. Al Hammadi Sangyoung Yoon Ernesto Damiani C. Ardagna Nicola Bena C. Yeun AAML 16 11 0 17 Jan 2023
A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail Zhibo Zhang Ernesto Damiani H. A. Hamadi C. Yeun Fatma Taher 13 4 0 26 Oct 2022
$ECQ$^{\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 96 13 0 09 Sep 2021
Explainable Machine Learning for Fraud Detection I. Psychoula A. Gutmann Pradip Mainali Sharon H. Lee Paul Dunphy F. Petitcolas FaML 49 36 0 13 May 2021
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,169 0 03 Mar 2020