1.3k citations
- University of WaterlooCA18 papers
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- University of MichiganUS9 papers
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- Argonne National LaboratoryUS7 papers
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- Oak Ridge National LaboratoryUS5 papers
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Showing 2022 · cs.LGShow all
3 papers · 2 filters
cs.LG2022★ 50 cited
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…
cs.LG2022★ 20 cited
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…
cs.LG2022★ 2 cited
Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation
Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi +3
Spike sorting algorithms are used to separate extracellular recordings of neuronal populations into single-unit spike activities. The development of customized hardware implementin…