Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model

31 July 2023

Papers citing "Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model"

5 / 5 papers shown

Title
An Approach To Enhance IoT Security In 6G Networks Through Explainable AI Navneet Kaur Lav Gupta 25 0 0 04 Oct 2024
Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective Khushnaseeb Roshan Aasim Zafar AAML 27 6 0 15 Apr 2024
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability Fatima Ezzeddine Mirna Saad Omran Ayoub Davide Andreoletti M. Gjoreski Ihab Sbeity Marc Langheinrich Silvia Giordano 14 2 0 09 Apr 2024
Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System Khushnaseeb Roshan Aasim Zafar Sheikh Burhan Ul Haque AAML 14 33 0 05 Oct 2023
A Novel Deep Learning based Model to Defend Network Intrusion Detection System against Adversarial Attacks Khushnaseeb Roshan Aasim Zafar Shiekh Burhan Ul Haque AAML 8 8 0 31 Jul 2023