Short talk at the 6th French-Japanese Cybersecurity Workshop

Solayman, our Ph.D student hosted at LORIA, Université de Lorraine, had the opportunity to present his ongoing thesis work at the French-Japanese Cybersecurity Workshop that was held online, on April 20th during the WG7 session on Network Security and Measurements. Solayman talked about the taxonomy he is currently building on the data-driven evaluation of intrusion detection systems. He highlighted the lack of a clear methodology to evaluate intrusion detectors, and in particular ML/AI-based ones, beyond the usual performance of detection metrics, and the widely used datasets. His proposal aims at drafting a framework enabling a modular evaluation of intrusion detection systems with respect to the properties to be evaluated. This work is expected to be submitted for publication later in this year.