Explainability in Cyber Security using Complex Network Analysis: A Brief Methodological Overview

Explainability in Cyber Security using Complex Network Analysis: A Brief Methodological Overview

연구 분야: Analysis

학회: EICC '22: Proceedings of the 2022 European Interdisciplinary Cybersecurity Conference

Artificial intelligence (AI) approaches are widely applied in cyber security, while they currently lack explainability towards their users. Here, complex network analysis (CNA) can be leveraged for providing explainability. The goal of this overview paper is to present a brief methodological view on explainability in cyber security using CNA. In particular, we (1) motivate the concept, use and application of explainability, (2) present CNA methods, and (3) outline challenges and open issues in the domain of cyber security.