Bruno Volckaert
Professor
Table of Contents
Bruno Volckaert (male) is professor advanced programming and software engineering in the Department of Information Technology (INTEC) at Ghent University and senior researcher at imec. He obtained his Master of Computer Science degree in 2001 from Ghent University, after which he worked on his PhD at Ghent University on data intensive scheduling and service management for Grid computing, which he obtained in 2006. His current research deals with reliable and high performance distributed cloud-based backend systems for Smart Cities and industry4.0, distributed decision support systems, autonomous optimization of cloud-based applications and cybersecurity by means of machine learning. He has worked on over 40 national and international research projects and is author or co-author of more than 100 papers published in international journals and conference proceedings.
Blog posts and projects
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Recent publications
2026
'What is the Problem Space?' Defining host-space adversarial perturbations against network intrusion detection systems
21st Asia Conference on Computer and Communications Security (ASIACCS 2026), Bengaluru, India
AIBoMGen: generating an AI bill of materials for secure, transparent, and compliant model training
The IEEE/ACM 5th International Conference on AI Engineering: Software Engineering for AI (CAIN '26), Rio de Janeiro, Brazil
Bridging training-deployment gap in intrusion detection with source-free domain adaptation
IEEE Trans. Netw. Serv. Manag.
Delta sum learning: an approach for fast and global convergence in gossip learning
IEEE Symposium on Network Operations and Management 2026, Rome, Italy
Beyond retraining: source-free adaptation for generalizable intrusion detection
IEEE International Conference on Communications (ICC 2026), Glasgow, UK
Two-Way Confidential VMs (2cVM): collaborative confidential computing for mutually distrustful parties
IEEE Access
MOZAIK: a privacy-preserving analytics platform for IoT data using MPC and FHE
J. Netw. Syst. Manag.
Flocky: decentralized intent-based edge orchestration using open application model
IEEE Trans. Serv. Comput.
Toward context-aware anomaly detection for AIOps in microservices using dynamic knowledge graphs
IEEE Trans. Netw. Serv. Manag.
2025
Idempotency in service mesh: for resiliency of fog-native applications in multi-domain edge-to-cloud ecosystems
15th International Conference on Cloud Computing and Services Science (CLOSER 2025), Porto, Portugal