Maxime Lanvin

Towards Understanding Alerts raised by Unsupervised Network Intrusion Detection Systems

2023

The use of Machine Learning for anomaly detection in cyber security-critical applications, such as intrusion detection systems, has been hindered by the lack of explainability. Without understanding the reason behind anomaly alerts, it is too …