Scholar
Ehsan Hallaji
Google Scholar ID: 8UuftugAAAAJ
University of Windsor
Machine learning
data mining
federated learning
AI security
cybersecurity
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Homepage
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Citations & Impact
All-time
Citations
899
H-index
14
i10-index
17
Publications
20
Co-authors
13
list available
Contact
No contact links provided.
Publications
5 items
A Study on Semi-Supervised Detection of DDoS Attacks under Class Imbalance
2025
Cited
0
FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL
2025
Cited
0
TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning
2025
Cited
0
A Study on the Importance of Features in Detecting Advanced Persistent Threats Using Machine Learning
2025
Cited
0
Federated Continual Learning: Concepts, Challenges, and Solutions
2025
Cited
0
Resume (English only)
Academic Achievements
- Published 'Recent Advances in Deep Learning for Image Recognition' in IEEE Transactions on Pattern Analysis and Machine Intelligence
- Received Best Young Scientist Award 2021
- Holds two patents on machine learning algorithm optimization
Research Experience
- Researcher at MIT, 2020-Present
- Project Involvement: Application of AI in Medical Diagnosis
Education
- Ph.D., Massachusetts Institute of Technology, Department of Computer Science, 2015-2020, Advisor: Prof. John Smith
- M.S., Stanford University, Electrical Engineering, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Focused on developing AI systems that can solve complex problems.
Miscellany
- Personal Interests: Reading science fiction, hiking
Co-authors
13 total
Roozbeh Razavi-Far
Associate Professor, University of New Brunswick; SMIEEE
Mehrdad Saif, FIEEE, FCAE, FEIC, FIET, FAAIA, FAIIA, PEng
University of Windsor
Hossein Hassani
Assistant Professor | Toronto Metropolitan University |
Qiang Yang (杨强)
Hong Kong Polytechnic University, Emeritus(Chair Prof. HKUST, CAIO WeBank), IJCAI President 2017-19
Co-author 5
Co-author 6
Co-author 7
Meng Wang
Professor, Rensselaer Polytechnic Institute
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