Ehsan Hallaji

According to our database, Ehsan Hallaji authored at least 20 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

Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification.

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

Comput. Secur., 2024

Bio-Inspired Intelligent Anomaly Diagnosis System for Health Monitoring in Connected Vehicles.

Mahsa Jalali, Ehsan Hallaji, Mehrdad Saif

Proceedings of the IEEE International Conference on Smart Mobility, 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