PPaperPicks

Yuan Hong

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

CCS ×4USENIX Security ×3AAAI ×2S&P ×2AsiaCCS ×1CIKM ×1CVPR ×1EMNLP ×1NDSS ×1NeurIPS ×1SIGMOD ×1

Frequent coauthors

Binghui Wang
×9
Weiran Liu
×3
Shuya Feng
×3
Xiaochen Li
×3
Zhan Qin
×3
Kui Ren
×3
Sayedeh Leila Noorbakhsh
×3
Hanbin Hong
×3
Yuxin Yang
×3
Qiang Li
×3
Lei Zhang
×2
Binghui Zhang
×2

Papers

  1. Concretely Efficient Correlated Oblivious Permutation
    AsiaCCS 2026 ·
    Feng Han
    ,
    Xiao Lan
    ,
    Weiran Liu
    ,
    Lei Zhang
    ,
    Hao Ren
    ,
    Lin Qu
    , Yuan Hong
  2. DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings
    EMNLP 2025 ·
    Shuya Feng
    , Yuan Hong
  3. Delay-allowed Differentially Private Data Stream Release
    NDSS 2025 ·
    Xiaochen Li
    ,
    Zhan Qin
    ,
    Kui Ren
    ,
    Chen Gong
    ,
    Shuya Feng
    , Yuan Hong,
    Tianhao Wang
  4. Learning Robust and Privacy-Preserving Representations via Information Theory
    AAAI 2025 ·
    Binghui Zhang
    ,
    Sayedeh Leila Noorbakhsh
    ,
    Yun Dong
    , Yuan Hong,
    Binghui Wang
  5. PLRV-O: Advancing Differentially Private Deep Learning via Privacy Loss Random Variable Optimization
    CCS 2025 ·
    Qin Yang
    ,
    Nicholas Stout
    ,
    Meisam Mohammady
    ,
    Han Wang
    ,
    Ayesha Samreen
    ,
    Christopher J. Quinn
    ,
    Yan Yan
    ,
    Ashish Kundu
    , Yuan Hong
  6. Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective
    USENIX Security 2025 ·
    Nima Naderloui
    ,
    Shenao Yan
    ,
    Binghui Wang
    ,
    Jie Fu
    ,
    Wendy Hui Wang
    ,
    Weiran Liu
    , Yuan Hong
  7. Safeguarding Graph Neural Networks against Topology Inference Attacks
    CCS 2025 ·
    Jie Fu
    , Yuan Hong,
    Zhili Chen
    ,
    Wendy Hui Wang
  8. An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection
    USENIX Security 2024 ·
    Shenao Yan
    ,
    Shen Wang
    ,
    Yue Duan
    ,
    Hanbin Hong
    ,
    Kiho Lee
    ,
    Doowon Kim
    , Yuan Hong
  9. Breaking State-of-the-Art Poisoning Defenses to Federated Learning: An Optimization-Based Attack Framework
    CIKM 2024 ·
    Yuxin Yang
    ,
    Qiang Li
    ,
    Chenfei Nie
    , Yuan Hong,
    Binghui Wang
  10. Certifiable Black-Box Attacks with Randomized Adversarial Examples: Breaking Defenses with Provable Confidence
    CCS 2024 ·
    Hanbin Hong
    ,
    Xinyu Zhang
    ,
    Binghui Wang
    ,
    Zhongjie Ba
    , Yuan Hong
  11. DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming
    S&P 2024 ·
    Shuya Feng
    ,
    Meisam Mohammady
    ,
    Han Wang
    ,
    Xiaochen Li
    ,
    Zhan Qin
    , Yuan Hong
  12. Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses
    CCS 2024 ·
    Yuxin Yang
    ,
    Qiang Li
    ,
    Jinyuan Jia
    , Yuan Hong,
    Binghui Wang
  13. FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
    NeurIPS 2024 ·
    Yuxin Yang
    ,
    Qiang Li
    , Yuan Hong,
    Binghui Wang
  14. Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks
    USENIX Security 2024 ·
    Sayedeh Leila Noorbakhsh
    ,
    Binghui Zhang
    , Yuan Hong,
    Binghui Wang
  15. Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory
    SIGMOD 2024 ·
    Xiaochen Li
    ,
    Weiran Liu
    ,
    Jian Lou
    , Yuan Hong,
    Lei Zhang
    ,
    Zhan Qin
    ,
    Kui Ren
  16. On the Faithfulness of Vision Transformer Explanations
    CVPR 2024 ·
    Junyi Wu
    ,
    Weitai Kang
    ,
    Hao Tang
    , Yuan Hong,
    Yan Yan
  17. Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks
    AAAI 2024 ·
    Caridad Arroyo Arevalo
    ,
    Sayedeh Leila Noorbakhsh
    ,
    Yun Dong
    , Yuan Hong,
    Binghui Wang
  18. Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks
    S&P 2024 ·
    Xinyu Zhang
    ,
    Hanbin Hong
    , Yuan Hong,
    Peng Huang
    ,
    Binghui Wang
    ,
    Zhongjie Ba
    ,
    Kui Ren