Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)

14 December 2021

Papers citing "Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)"

7 / 7 papers shown

Title
Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data Mohammad Noorchenarboo Katarina Grolinger 44 1 0 10 Jan 2025
Interpreting Outliers in Time Series Data through Decoding Autoencoder Patrick Knab Sascha Marton Christian Bartelt Robert Fuder 29 1 0 03 Sep 2024
Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model Khushnaseeb Roshan Aasim Zafar 17 16 0 31 Jul 2023
Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection Mozhgan Salimiparsa Surajsinh Parmar San Lee Cho-Myong Kim Yonghwan Kim Jang Yong Kim FAtt 22 2 0 21 Jun 2023
Explainable Artificial Intelligence and Cybersecurity: A Systematic Literature Review C. Mendes T. N. Rios 24 7 0 27 Feb 2023
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations Ricardo Müller Marco Schreyer Timur Sattarov Damian Borth AAML MLAU 26 7 0 19 Sep 2022
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 32 148 0 31 Aug 2022