Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets

Author:

Lanfer Eric1,Sylvester Sophia1,Aschenbruck Nils1,Atzmueller Martin1

Affiliation:

1. Osnabrück University Institute of Computer Science,Osnabrück,Germany

Publisher

IEEE

Reference21 articles.

1. Testing Intrusion detection systems

2. A unified approach to interpreting model predictions;lundberg;Advances in Neural Information Processing Systems 30 Curran Associates Inc,2017

3. A Machine Learning Based Two-Stage Wi-Fi Network Intrusion Detection System

4. Analysis of KDD’99 intrusion detection dataset for selection of relevance features;olusola;Proc of the World Congress on Engineering and Computer Science,2010

5. A detailed analysis of the KDD CUP 99 data set

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