Yuan Hong
Associate Professor/Computing

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Scholarly Contributions

29 Scholarly Contributions

13
Conference Proceedings
9
Journal Articles
5
Poster/Presentations
2
Patent and Intellectual Propertys
UniAP: Protecting Speech Privacy with Non-targeted Universal Adversarial Perturbations (TDSC)
2024
Yuan Hong
Research Type: Journal Article

Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory
2024
Zhan Qin, Kui Ren, Jian Lou, Xiaochen Li, Weiran Liu, Yuan Hong, Lei Zhang
Research Type: Journal Article

Data Poisoning Attacks on Traffic State Estimation and Prediction  
2024
Terry Rockafellar, Xin Wang, Yuan Hong, Feilong Wang, Xuegang Ban
Research Type: Journal Article

Towards Provable Robustness and Privacy for Language Models
2024
Yuan Hong
Research Type: Poster/Presentation

Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks
Yuan Hong, Sayedeh Leila Noorbakhsh, Binghui Zhang, Binghui Wang
Research Type: Conference Proceedings

Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks
Hanbin Hong, Binghui Wang, Zhongjie Ba, Yuan Hong, Kui Ren, Xinyu Zhang, Peng Huang
Research Type: Conference Proceedings

Differentially Private Instance Encoding against Privacy Attacks (NAACL'22-SRW)
Yuan Hong
Research Type: Conference Proceedings

On the Faithfulness of Vision Transformer Explanations
Yuan Hong, Hao Tao, Weitai Kang, Junyi Wu, Yan Yan
Research Type: Conference Proceedings

FLTracer: Accurate Poisoning Attack Provenance in Federated Learning
Zhongjie Ba, Tianhang Zheng, Qingyu Liu, Li Lu, Yuan Hong, Feng Lin, Kui Ren, Xinyu Zhang
Research Type: Journal Article