Selected Publications Defining the Research Trajectory

Marc-Oliver Pahl; Georg Carle. “Crowdsourced Context-Modeling as Key to Future Smart Spaces.” IEEE/IFIP NOMS, 2014.

Marc-Oliver Pahl; François-Xavier Aubet. “All Eyes on You: Distributed Multi-Dimensional IoT Microservice Anomaly Detection.” CNSM, 2018.

Léo Lavaur; Marc-Oliver Pahl; Yann Busnel; Fabien Autrel. “The Evolution of Federated Learning-Based Intrusion Detection and Mitigation: A Survey.” IEEE Transactions on Network and Service Management, 2022.

Raphaël M. J. I. Larsen; Marc-Oliver Pahl; Gouenou Coatrieux. “Multipath Neural Networks for Anomaly Detection in Cyber-Physical Systems.” Annals of Telecommunications, 2023.

Léo Lavaur et al. “RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated Learning.” IEEE SRDS, 2024.

Lars Wüstrich et al. “Shells Bells: Cyber-Physical Anomaly Detection in Data Centers.” IEEE/IFIP NOMS, 2024.

Mohammed Mezaouli et al. “Real-Time AI-Based Power-Assisted Vulnerability Detection.” IEEE/IFIP NOMS, 2026.

Alexander Loth; Martin Kappes; Marc-Oliver Pahl. “Experts Disagree on How to Fight AI Disinformation, but Agree that Health and Politics Need Different Solutions.” Harvard Kennedy School Misinformation Review, 2026.

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