Research Related

Announcement:

Call for Postdoctoral Fellowship

I am looking for brilliant, motivated, and hardworking students who have an interest in my research.

Research Interests: My research interests lie in the fields of applied cryptography, secret sharing, information security, data privacy, and privacy-preserving machine/federated learning. 

Current Research Topics:

1.    Collaborative Framework Design for Distributed Privacy-Preserving Machine Learning

2.    Privacy-Preserving, Robust, and Explainable Federated Learning Framework for Healthcare System

3.    Collaborative Data Anonymization

Required Skills: Solid foundation in Computer Science (good programming skills/critical thinking/mathematics)

Feel free to contact me if you are interested in working with me.

Research Grants:

1. "Smart Indoor Air Quality Control System for Healthier and Greener Buildings," Co-PI, Vinuni-Illinois Smart Health Center Project.  (Principle Investigator: Prof. Andrew Le Duy Dung & Prof. Vishal Verma)

2. "Development of Brain-Computer Interface SW/HW Solutions," Co-PI, Oct 2022- Oct 2024, Commercialization Project, Nazarbayev University, Kazakhstan. (Principle Investigator: Prof. Minho Lee)

3. "Applying Machine Learning to Mitigate RF Impairments in Wireless Communications Systems," PI, Oct 2022- Dec 2023, Seed Grant, VinUniversity, Hanoi, Vietnam. 

4. "Privacy-Preserving, Robust, and Explainable Federated Learning Framework for Healthcare System," PI, Vinuni-Illinois Smart Health Center Project. 

5. "Privacy-Preserving Data Publishing for Autonomous Vehicles," PI, Jan 2021- June 2023, Seed Grant, VinUniversity, Hanoi, Vietnam. 

6. "A Privacy-Preserving Framework for Machine Learning Based Data Analytics System," PI, Oct 2018- May 2020, Social Policy Grant (SPG - Preliminary Research), Nazarbayev University, Kazakhstan. (Completed)

7. "Temporal Classification in the Application of Anomaly Based Intrusion Detection Systems," External Collaborator, Aug 2016- July 2019, FRGS, Malaysia. (Completed) (Principle Investigator: Dr. Ooi Shih Yin, Multimedia University)

8. “Enhancing Recommendations in a Multi-Agent Environment Using Key Trust Components," External Expert, 2015-2016, Sciencefund, Malaysia. (Completed) (Principle Investigator: Prof. Vimala A/p Balakrishnan, University of Malaya)

Research Collaborators:

Internal (VinUni): 

1. Thomas Oikonomou

2. Nguyen Viet Tu

3. Do Danh Cuong

External

1. Myung Ho Kim (Soongsil University)

2. Shih Yin Ooi (Multimedia University)

3. Nguyen Anh Tu (Nazarbayev University)