Bruno Volckaert

UnifyDR: A Generic Framework for Unifying Data and Replica Placement

2020 · IEEE Access

The advent of (big) data management applications operating at Cloud scale has led to extensive research on the data placement problem. The key objective of data placement is to obtain a partitioning (possibly allowing for …

Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning

2024 · IEEE Transactions on Machine Learning in Communications and Networking

During the past 10 years, researchers have extensively explored the use of machine learning (ML) in enhancing network intrusion detection systems (IDS). While many studies focused on improving accuracy of ML-based IDS, true effectiveness lies …