Email: e.maali19@imperial.ac.uk

Eman joined the group in June 2025 as a Research Fellow. She works at the intersection of privacy, security, and machine learning. Her work at the intersection of privacy, security, and machine learning. Eman’s research interests are broadly within security, privacy, and machine learning, including privacy attacks against machine learning models and data releases such as anonymisation. She was awarded her PhD in May 2025 at the Adaptive Emergent Systems Engineering Laboratory (AESE) in the Department of Computing at Imperial College London, under the supervision of Professor Julie McCann. Her doctoral research focused on securing IoT environments through machine learning-based device identification and anomaly detection. In 2017, she completed her MSc in Electromagnetic Sensor Networks at the University of Birmingham, where she specialised in electromagnetic, antennas, propagation, computer communications networks, and RF and microwave engineering. Prior to that, she earned her BA in Computer Systems Engineering from Birzeit University in Palestine.