Scholar
Ngoc-Bao Nguyen
Google Scholar ID: zQPES6kAAAAJ
Research Fellow, Singapore University of Technology and Design
Computer vision
Machine learning
Follow
Google Scholar
↗
Citations & Impact
All-time
Citations
701
H-index
7
i10-index
7
Publications
17
Co-authors
16
list available
Publications
4 items
Model Inversion Attacks on Vision-Language Models: Do They Leak What They Learn?
2025
Cited
0
Uncovering the Limitations of Model Inversion Evaluation: Benchmarks and Connection to Type-I Adversarial Attacks
2025
Cited
0
Synth-Align: Improving Trustworthiness in Vision-Language Model with Synthetic Preference Data Alignment
2024
Cited
4
Defending against Model Inversion Attacks via Random Erasing
arXiv.org · 2024
Cited
1
Co-authors
13 total
Ngai-Man Cheung
Associate Professor, Singapore University of Technology and Design
Viet-Hung Tran
Marie Curie Early Stage Researcher, Queen's University Belfast
Keshigeyan Chandrasegaran
Stanford University
Milad Abdollahzadeh
Singapore University of Technology and Design
Sy-Tuyen Ho
PhD Student at University of Maryland College Park
Vu Nguyen
Stony Brook University
Thanh Duc Ngo
University of Information Technology, Vietnam National University Ho Chi Minh City, Vietnam
Jun Hao Koh
Singapore University of Technology and Design
