2025

Hajizadeh, Mehrdad, Golchin, Pegah, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Rigaki, Maria, Valeros, Veronica, Garcia, Sebastian, Conti, Mauro and Bauschert, Thomas (2025) DeepRed: a deep learning-powered command and control framework for multi-stage red teaming against ML-based network intrusion detection systems. In: WOOT '25: Proceedings of the 19th USENIX WOOT Conference on Offensive Technologies. August 11–12, 2025. USENIX The Advanced Computing Systems Association, Seattle, WA, USA, pp. 103-127. ISBN 978-1939133502

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Mohammadreza, Mohammadi, Rahdari, Ahmad, Taheri, Rahim and Conti, Mauro (2025) A random deep feature selection approach to mitigate transferable adversarial attacks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3594253)

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

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)

2024

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)