Ngoc-Bao Nguyen
Scholar

Ngoc-Bao Nguyen

Google Scholar ID: zQPES6kAAAAJ
Research Fellow, Singapore University of Technology and Design
Computer visionMachine learning
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Citations & Impact
All-time
Citations
701
 
H-index
7
 
i10-index
7
 
Publications
17
 
Co-authors
16
list available
Contact
No contact links provided.
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
Resume (English only)
Co-authors
16 total
Ngai-Man Cheung
Ngai-Man Cheung
Associate Professor, Singapore University of Technology and Design
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Keshigeyan Chandrasegaran
Keshigeyan Chandrasegaran
Stanford University
Milad Abdollahzadeh
Milad Abdollahzadeh
Singapore University of Technology and Design
Sy-Tuyen Ho
Sy-Tuyen Ho
PhD Student at University of Maryland College Park
Co-author 7
Co-author 7
Thanh Duc Ngo
Thanh Duc Ngo
University of Information Technology, Vietnam National University Ho Chi Minh City, Vietnam