Research Supervision

Research Assistant

1.  Lina Abboud, Research Assistant (July 2026 –September 2026), Mitacs Globalink Research Internship-2026, Project Title: Privacy Threats and Defenses in Federated Learning: A Study on Data Reconstruction Attacks.

2. Khushi Mehulkumar Panara, Research Assistant (May 2026 –August 2026), CUE SEED Grant-2025, Project Title: An Explainable and Interpretable Framework for Network Intrusion Detection. 

3. Suraj Neupane, Research Assistant (January 2025 –December 2025), CUE SEED Grant-2025, Project Title: Adversarial Federated Learning. 

4. Chhanda Saha Pinki, Research Assistant (October 2024 – December 2024), CUE SEED Grant-2023, Project Title: Federated Learning for Biometric Authentication Systems. 

5. Abdur Rafiq, Research Assistant (September 2023 – December 2023), CUE SEED Grant-2023, Project Title: Privacy-Preserving Machine Learning for Behavioral Authentication Systems. 

6. Youssef Ibrahim, Research Assistant (May 2023 – August 2023), CUE SEED Grant-2023, Project Title: Measure of Information of  Behavioral Authentication Systems. 

Graduate Student Supervision

1. Milan Singh Punia, MSc, CUE, Spring & Summer-2024, Project Title: Enhancing Privacy in Medical Imaging Through Differential Privacy.

2. Chhanda Saha Pinki, MSc, CUE, Spring & Summer-2024, Project Title: Federated Learning for Biometric Authentication Systems.

3. Onilenla Olanrewaju, MSc, CUE, Spring & Summer-2024, Project Title: Random Projection for Differential Private High-Dimension Data Release. 

4. Sukhdeep Bhullar MSc, CUE, Spring & Summer-2024, Project Title: Federated Learning for Medical Image Analysis. 

5. Sameer Kumar Bala MSc, CUE, Spring & Summer-2024, Project Title: Python Framework for Explainable AI (XAI). 

6. Hamza Ameer Mahmood, MSc, CUE, Spring & Summer-2024, Project Title: Predictive Maintenance Using Machine Learning. 

7. Md Abdur Rafiq, MSc, CUE, Spring & Summer-2023, Project Title: Privacy-Preserving Machine Learning for Behavioral Authentication Systems.