Items where Greenwich Author is "Nowroozi, Ehsan"
Federated learning, Causative attacks, Adversarial machine learning, Corrupted training sets, Cybersecurity, Data poisoning
Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro
(2025)
Federated learning under attack: exposing vulnerabilities through data
poisoning attacks in computer networks.
IEEE Transactions on Network and Service Management.
ISSN 1932-4537 (Online)
(doi:10.1109/TNSM.2025.3525554)
autoencoders, anomaly detection, federated learning, smart grid, data privacy, cyber-security
Shrestha, Rakesh, Mohammadi, Mohammadreza, Sinaei, Sima, Salcines, Alberto, Pampliega, David, Clemente, Raul, Lourdes Sanz, Ana, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378 and Lindgren, Andres
(2024)
Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid.
Journal of Parallel and Distributed Computing, 193:104951.
ISSN 0743-7315 (Print), 1096-0848 (Online)
(doi:10.1016/j.jpdc.2024.104951)