Ehsan Hallaji

32 papers B 1C 2Journal 27Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Corrections to "Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients".
IEEE Access
Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2026 J jnl
Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review.
IEEE Trans. Artif. Intell.
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Liang Lin
2025 J jnl
A Study on Semi-Supervised Detection of DDoS Attacks under Class Imbalance.
CoRR
Ehsan Hallaji, Vaishnavi Shanmugam, Roozbeh Razavi-Far, Mehrdad Saif
2025 J jnl
A Study on the Importance of Features in Detecting Advanced Persistent Threats Using Machine Learning.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025 — conf
Enhancing Cyberspace Security with Phishing Detection and Defense Using Machine Learning Models.
ISDFS
MD Nazmul Haque Siam, Ehsan Hallaji, Roozbeh Razavi-Far
2025 J jnl
FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025 J jnl
Federated Continual Learning: Concepts, Challenges, and Solutions.
CoRR
Parisa Hamedi, Roozbeh Razavi-Far, Ehsan Hallaji
2025 J jnl
Federated continual learning: Concepts, challenges, and solutions.
Neurocomputing
Parisa Hamedi, Roozbeh Razavi-Far, Ehsan Hallaji
2025 J jnl
Learning from high-dimensional cyber-physical data streams: a case of large-scale smart grid.
Int. J. Mach. Learn. Cybern.
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2025 J jnl
TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2024 — conf
Bio-Inspired Intelligent Anomaly Diagnosis System for Health Monitoring in Connected Vehicles.
SM
Mahsa Jalali, Ehsan Hallaji, Mehrdad Saif
2024 J jnl
Decentralized Federated Learning: A Survey on Security and Privacy.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024 J jnl
Decentralized Federated Learning: A Survey on Security and Privacy.
IEEE Trans. Big Data
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024 J jnl
Expanding analytical capabilities in intrusion detection through ensemble-based multi-label classification.
Comput. Secur.
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2023 J jnl
Constrained Generative Adversarial Learning for Dimensionality Reduction.
IEEE Trans. Knowl. Data Eng.
Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2023 J jnl
Label noise analysis meets adversarial training: A defense against label poisoning in federated learning.
Knowl. Based Syst.
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Enrique Herrera-Viedma
2023 J jnl
Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids.
CoRR
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022 J jnl
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
2022 J jnl
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems.
IEEE Trans. Inf. Forensics Secur.
Ehsan Hallaji, Roozbeh Razavi-Far, Meng Wang, Mehrdad Saif, Bruce Fardanesh
2022 J jnl
DLIN: Deep Ladder Imputation Network.
IEEE Trans. Cybern.
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022 J jnl
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2022 J jnl
Generative-Adversarial Class-Imbalance Learning for Classifying Cyber-Attacks and Faults - A Cyber-Physical Power System.
IEEE Trans. Dependable Secur. Comput.
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2021 C conf
A Critical Study on the Impact of Missing Data Imputation for Classifying Intrusions in Cyber-Physical Water Systems.
IECON
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Ranim Aljoudi, Mehrdad Saif
2021 J jnl
Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients.
IEEE Access
Ehsan Hallaji, Roozbeh Razavi-Far, Vasile Palade, Mehrdad Saif
2021 J jnl
Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids.
IEEE Trans. Smart Grid
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Masood Parvania
2021 J jnl
Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems.
Neurocomputing
Maryam Farajzadeh-Zanjani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2021 J jnl
Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems.
Eng. Appl. Artif. Intell.
Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2020 B conf
Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection.
IJCNN
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
2019 J jnl
A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments.
IEEE Trans. Ind. Electron.
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Gregory Ditzler
2019 J jnl
A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions.
IEEE Trans. Ind. Informatics
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif
2019 J jnl
Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems.
IEEE Trans. Ind. Electron.
Roozbeh Razavi-Far, Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Mehrdad Saif, Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino
2017 C conf
A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations.
ICMLA
Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda