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
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (ICDE'22)
2024
Yuan Hong
Research Type: Conference Proceedings

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (TKDE)
2023
Yuan Hong
Research Type: Journal Article

A Model-Agnostic Approach to Differentially Private Topic Mining (KDD'22)
2024
Yuan Hong
Research Type: Conference Proceedings

Cryptographic Inferences for Video Deep Neural Networks (CCS'22)
2024
Yuan Hong
Research Type: Conference Proceedings

Cryptographic Tools for Privacy Preserving Deep Neural Networks
2022
Yuan Hong
Research Type: Poster/Presentation

DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming
2024
Yuan Hong, Xiaochen Li, Meisam Mohammaday, Zhan Qin, Shuya Feng, Han Wang
Research Type: Conference Proceedings

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

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

Differentially Private Outsourcing of Anomaly Detection
2022
Yuan Hong
Research Type: Patent and Intellectual Property

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

FaceIDP: Face Identification Differential Privacy via Dictionary Learning Neural Networks
2023
Yuan Hong
Research Type: Journal Article

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

Infrastructure-enabled GPS Spoofing Detection and Correction
2023
Yuan Hong, Xuegang (Jeff) Ban, Feilong Wang
Research Type: Journal Article

L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response (CCS'22)
2024
Hanbin Hong, Yuan Hong
Research Type: Conference Proceedings

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

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

OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization (VLDB'23)
2024
Yuan Hong
Research Type: Conference Proceedings

PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents
2024
Xinyu Zhang, Zhongjie Ba, Jian Liu, Zhibo Wang, Yuan Hong, Zhan Qin, Huiyu Xu, Kui Ren
Research Type: Journal Article

Stealthy 3D Poisoning Attack on Video Recognition Models (TDSC)
2023
Yuan Hong
Research Type: Journal Article

Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning Against Attribute Inference Attacks
2024
Caridad Arroyo Arevalo, Sayedeh Leila Noorbakhsh, Binghui Wang, Yun Dong, Yuan Hong
Research Type: Conference Proceedings