Staff Profile
Emad Efatinasab
Visiting Researcher
Publications
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Articles
- Efatinasab,E, Brighente, A, Donadel, D, Conti, M, Rampazzo,M. Towards robust stability prediction in smart grids: GAN-based approach under data constraints and adversarial challenges. Internet of Things 2025.
- Efatinasab,E,Azadi,N,Susto,GA,Ahmed,CM,Rampazzo,M. Fortifying smart grid stability: Defending against adversarial attacks and measurement anomalies. Sustainable Energy, Grids and Networks 2025.
- Fanan M, Pezze DD, Efatinasab E, Carli R, Rampazzo M, Susto GA. Continual Learning for Behavior-based Driver Identification. Engineering Applications of Artificial Intelligence 2025, 150, 110459.
- Efatinasab E, Irannezhad N, Rampazzo M, Diani A. Machine and deep learning driven models for the design of heat exchangers with micro-finned tubes. Energy and AI 2024, 16, 100370.
- Efatinasab E, Sinigaglia A, Azadi N, Susto GA, Rampazzo M. Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks. IEEE Access 2024, 12, 121169-121184.
- Noroozi M, Mohammadi H, Efatinasab E, Lashgari A, Eslami M, Khan B. Golden Search Optimization Algorithm. IEEE Access 2022, 10, 37515-37532.
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Conference Proceedings (inc. Abstracts)
- Efatinasab E, Brighente A, Rampazzo M, Azadi N, Conti M. GAN-GRID: A Novel Generative Attack on Smart Grid Stability Prediction. In: 29th European Symposium on Research in Computer Security (ESORICS). 2024, Bydgoszcz, Poland: Springer.
- Efatinasab E, Marchiori F, Brighente A, Rampazzo M, Conti M. FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids. In: 21st International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2024). 2024, Lausanne, Switzerland: Springer.