Ehsan Hallaji

According to our database, Ehsan Hallaji authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Decentralized Federated Learning: A Survey on Security and Privacy.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang

IEEE Trans. Big Data, April, 2024

2023

Label noise analysis meets adversarial training: A defense against label poisoning in federated learning.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma

Knowl. Based Syst., April, 2023

Constrained Generative Adversarial Learning for Dimensionality Reduction.

Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif

IEEE Trans. Knowl. Data Eng., March, 2023

Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids.

Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

CoRR, 2023

2022

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, Mehrdad Saif, Bruce Fardanesh

IEEE Trans. Inf. Forensics Secur., 2022

Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System.

Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

IEEE Trans. Dependable Secur. Comput., 2022

DLIN: Deep Ladder Imputation Network.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

IEEE Trans. Cybern., 2022

Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

CoRR, 2022

2021

Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids.

Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Masood Parvania

IEEE Trans. Smart Grid, 2021

Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems.

Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

Neurocomputing, 2021

Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems.

Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

Eng. Appl. Artif. Intell., 2021

Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients.

Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif

IEEE Access, 2021

A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems.

Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif

Proceedings of the IECON 2021, 2021

2020

Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions.

Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif

IEEE Trans. Ind. Informatics, 2019

A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments.

Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler

IEEE Trans. Ind. Electron., 2019

Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems.

Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino

IEEE Trans. Ind. Electron., 2019

2017

A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations.

Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017