Search Results for author: Jan Kreischer

Found 2 papers, 0 papers with code

Federated Learning with Differential Privacy

no code implementations3 Feb 2024 Adrien Banse, Jan Kreischer, Xavier Oliva i Jürgens

Federated learning (FL), as a type of distributed machine learning, is capable of significantly preserving client's private data from being shared among different parties.

Federated Learning

CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation

no code implementations11 Aug 2023 Chao Feng, Alberto Huertas Celdran, Pedro Miguel Sanchez Sanchez, Jan Kreischer, Jan von der Assen, Gerome Bovet, Gregorio Martinez Perez, Burkhard Stiller

Recent research has shown that the integration of Reinforcement Learning (RL) with Moving Target Defense (MTD) can enhance cybersecurity in Internet-of-Things (IoT) devices.

Anomaly Detection Data Poisoning +3

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