166 citations · 244 across the 7 of their papers we have counts for
7 papers
Decentralized Federated Learning: A Survey on Security and Privacy
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif +2
Federated learning has been rapidly evolving and gaining popularity in recent years due to its privacy-preserving features, among other advantages. Nevertheless, the exchange of mo…
Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far +1
The performance of fault diagnosis systems is highly affected by data quality in cyber-physical power systems. These systems generate massive amounts of data that overburden the sy…
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang +2
This paper presents a novel data-driven framework to aid in system state estimation when the power system is under unobservable false data injection attacks. The proposed framework…
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
The advent of federated learning has facilitated large-scale data exchange amongst machine learning models while maintaining privacy. Despite its brief history, federated learning…
Structural Identifiability of Impedance Spectroscopy Fractional-Order Equivalent Circuit Models With Two Constant Phase Elements
Tohid Soleymani Aghdam, Seyed Mohammad Mahdi Alavi, Mehrdad Saif
Structural identifiability analysis of fractional-order equivalent circuit models (FO-ECMs), obtained through electrochemical impedance spectroscopy (EIS) is still a challenging pr…
A Dual Approach for Positive T-S Fuzzy Controller Design and Its Application to Cancer Treatment Under Immunotherapy and Chemotherapy
Elham Ahmadi, Jafar Zarei, Roozbeh Razavi-Far +1
This study proposes an effective positive control design strategy for cancer treatment by resorting to the combination of immunotherapy and chemotherapy. The treatment objective is…
On stability analysis by using Nyquist and Nichols Charts
S. M. Mahdi Alavi, Mehrdad Saif
This paper reviews stability analysis techniques by using the Nyquist and Nichols charts. The relationship between the Nyquist and Nichols stability criteria is fully described by…