I am currently a third-year Ph.D. student (2023–present) in a joint Ph.D. program between VinUniversity and the University of Illinois Urbana-Champaign (UIUC). I work at the Security and Artificial Intelligence Lab (SAIL) and the VinUni-Illinois Smart Health Center (VISHC), co-advised by Prof. Kok-Seng Wong and Prof. Khoa D. Doan.
I am also pursuing a Master's degree in Computer Science at UIUC, starting Fall 2025, under the supervision of Prof. Fan Lai, with a research focus on Efficient Machine Learning, especially in Multi-Agent Systems and Large Language Models (LLMs).
My research focuses on Trustworthy Machine Learning and Efficient ML Systems, specializing in:
- Backdoor Attacks & Defenses in federated learning
- Privacy-Preserving FL and Machine Unlearning
- Multi-Agent Systems and Large Language Models (LLMs)
- Distributed ML System Optimization
- Research Papers App: Interactive platform for discovering and filtering research papers from IEEE Xplore, ACM, ScienceDirect, Springer, OpenReview, arXiv, DBLP, and Google Scholar
I'm actively seeking collaborations in federated learning, machine learning security, and efficient ML systems!
- Email: tuan.nm@vinuni.edu.vn
- Academic Page: https://mtuann.github.io/
- Google Scholar: Tuan Nguyen
- LinkedIn: Tuan Nguyen
- GitHub: @mtuann