Ehsan Hallaji

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Dimensionality Reduction

Injection Attacks

Defense Mechanisms

Top Venues

IEEE Trans. Ind. Electron.

IEEE Trans. Cybern.

Publications

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. CoRR (2024)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification. Comput. Secur. 139 (2024)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. IEEE Trans. Big Data 10 (2) (2024)
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids. CoRR (2023)
Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
Constrained Generative Adversarial Learning for Dimensionality Reduction. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
Label noise analysis meets adversarial training: A defense against label poisoning in federated learning. Knowl. Based Syst. 266 (2023)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
DLIN: Deep Ladder Imputation Network. IEEE Trans. Cybern. 52 (9) (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms. CoRR (2022)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems. CoRR (2022)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Masood Parvania
Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids. IEEE Trans. Smart Grid 12 (4) (2021)
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems. Eng. Appl. Artif. Intell. 100 (2021)
Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients. IEEE Access 9 (2021)
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems. Neurocomputing 440 (2021)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif
A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems. IECON (2021)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. IJCNN (2020)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif
A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions. IEEE Trans. Ind. Informatics 15 (3) (2019)
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino
Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems. IEEE Trans. Ind. Electron. 66 (8) (2019)
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler
A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments. IEEE Trans. Ind. Electron. 66 (1) (2019)
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda
A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. ICMLA (2017)