Research Opportunities for Undergraduate and Graduate Students
Announcement:
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:
“Green Serverless Computing for Resource-Efficient AI Training,” PI, Center for Environment Intelligence, VinUniversity, Hanoi, Vietnam.
“Farm2Vet: Combatting AMR on the Farm Frontier,” Co-PI, The Trinity Challenge £1 million Grand Prize Winner 2024, (Principal Investigator: Prof. Helen Nguyen, Prof. Khoa D Doan, Prof. Giang Phi)
“Improving NLP Applications in Low-resource Languages: One Country and One Use Case At A Time,” Co-PI, A Cross-College Project at VinUniversity, Hanoi, Vietnam. (Principal Investigator: Prof. Khoa D Doan)
"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)
"Development of Brain-Computer Interface SW/HW Solutions," Co-PI, Oct 2022- Oct 2024, Commercialization Project, Nazarbayev University, Kazakhstan. (Principle Investigator: Prof. Minho Lee)
"Applying Machine Learning to Mitigate RF Impairments in Wireless Communications Systems," PI, Oct 2022- Dec 2023, Seed Grant, VinUniversity, Hanoi, Vietnam.
"Privacy-Preserving, Robust, and Explainable Federated Learning Framework for Healthcare System," PI, Vinuni-Illinois Smart Health Center Project.
"Privacy-Preserving Data Publishing for Autonomous Vehicles," PI, Jan 2021- June 2023, Seed Grant, VinUniversity, Hanoi, Vietnam.
"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)
"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)
“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)