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Ngoc-Bao Nguyen

Re-Thinking Model Inversion Attacks Against Deep Neural Networks
2023 · Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 77
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Model Inversion Robustness: Can Transfer Learning Help?
2024 · Sy-Tuyen Ho, Koh Jun Hao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 15
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An Improved Self-supervised GAN via Adversarial Training
2019 · Tran, Ngoc-Trung, Tran, Viet-Hung, et al. · arXiv (Cornell University) · 12
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Automatic interpretation of unordered point cloud data for UAV navigation in construction
2016 · M. D. Phung, C. H. Quach, et al. · International Conference on Control, Automation, Robotics and Vision (ICARCV) · 12
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AttRel: An Approach to Person Re-Identification by Exploiting Attribute Relationships
2014 · Ngoc-Bao Nguyen, Vu-Hoang Nguyen, et al. · Lecture notes in computer science · 11
Synth-Align: Improving Trustworthiness in Vision-Language Model with Synthetic Preference Data Alignment
2024 · Wijaya, Robert, Nguyen, Ngoc-Bao, et al. · arXiv (Cornell University) · 10
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On the Vulnerability of Skip Connections to Model Inversion Attacks
2024 · Koh Jun Hao, Sy-Tuyen Ho, et al. · Lecture notes in computer science · 8
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Do Vision-Language Models Leak What They Learn? Adaptive Token-Weighted Model Inversion Attacks
2025 · Nguyen, Ngoc-Bao, Ho, Sy-Tuyen, et al. · arXiv (Cornell University) · 4
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Person re-identification with mutual re-ranking
2017 · Ngoc-Bao Nguyen, Vu-Hoang Nguyen, et al. · Vietnam Journal of Computer Science · 2
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Using Attribute Relationships for Person Re-Identification
2014 · Ngoc-Bao Nguyen, Vu-Hoang Nguyen, et al. · Advances in intelligent systems and computing · 2
Improving Trustworthiness in Vision-Language Model with Synthetic Preference Data Alignment
2026 · Robert Wijaya, Ngoc-Bao Nguyen, et al. · SSRN Electronic Journal · 1
Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment
2025 · Ho, Sy-Tuyen, Hao, Koh Jun, et al. · arXiv (Cornell University) · 1
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Graph-based visual instance mining with geometric matching and nearest candidates selection
2017 · Ngoc-Bao Nguyen, Khang M. T. T. Nguyen, et al. · International Conference on Knowledge and Systems Engineering/Proceedings · 1
Person re-identification with pre-trained deep learning models and attribute correlations
2016 · Ngoc-Bao Nguyen, Vu-Hoang Nguyen, et al. · International Symposium on Electronics and Smart Devices (ISESD) · 1
Mitigating hallucination in multimodal LLMs with reward-guided synthetic data
2026 · Robert Wijaya, Ngoc-Bao Nguyen, et al. · Neurocomputing
An Approach to Estimate Software Costs Within a Narrow Context
2006 · NGOC-BAO NGUYEN, VIET-HA NGUYEN
Works count: 16
Citation count: 157
H-index: 7
I10-index: 6
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