Huadi Zheng

26 papers A* 8A 1B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks.
AAAI
Yaxin Xiao, Qingqing Ye, Zi Liang, Haoyang Li, Ronghua Li, Huadi Zheng, Haibo Hu
2026 J jnl
MirageNet:A Secure, Efficient, and Scalable On-Device Model Protection in Heterogeneous TEE and GPU System.
CoRR
Huadi Zheng, Li Cheng, Yan Ding
2025 A* conf
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks.
AAAI
Haoyang Li, Li Bai, Qingqing Ye, Haibo Hu, Yaxin Xiao, Huadi Zheng, Jianliang Xu
2025 J jnl
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks.
CoRR
Haoyang Li, Li Bai, Qingqing Ye, Haibo Hu, Yaxin Xiao, Huadi Zheng, Jianliang Xu
2025 J jnl
Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks.
CoRR
Yaxin Xiao, Qingqing Ye, Zi Liang, Haoyang Li, Ronghua Li, Huadi Zheng, Haibo Hu
2025 J jnl
Decision Potential Surface: A Theoretical and Practical Approximation of LLM's Decision Boundary.
CoRR
Zi Liang, Zhiyao Wu, Haoyang Shang, Yulin Jin, Qingqing Ye, Huadi Zheng, Peizhao Hu, Haibo Hu
2025 A* conf
MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective.
WWW
Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng
2025 J jnl
MER-Inspector: Assessing model extraction risks from an attack-agnostic perspective.
CoRR
Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng
2025 A* conf
Multi-Turn Jailbreaking Large Language Models via Attention Shifting.
AAAI
Xiaohu Du, Fan Mo, Ming Wen, Tu Gu, Huadi Zheng, Hai Jin, Jie Shi
2025 J jnl
Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy.
CoRR
Yaxin Xiao, Qingqing Ye, Li Hu, Huadi Zheng, Haibo Hu, Zi Liang, Haoyang Li, Yijie Jiao
2025 J jnl
SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models.
CoRR
Haotian Xu, Qingsong Peng, Jie Shi, Huadi Zheng, Yu Li, Zhuo Chen
2025 J jnl
Unlocking High-Fidelity Learning: Towards Neuron-Grained Model Extraction.
IEEE Trans. Dependable Secur. Comput.
Yaxin Xiao, Haibo Hu, Qingqing Ye, Li Tang, Zi Liang, Huadi Zheng
2024 — conf
SPMIS: An Investigation of Synthetic Spoken Misinformation Detection.
SLT
Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu
2024 J jnl
SpMis: An Investigation of Synthetic Spoken Misinformation Detection.
CoRR
Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu
2023 J jnl
PrivKVM*: Revisiting Key-Value Statistics Estimation With Local Differential Privacy.
IEEE Trans. Dependable Secur. Comput.
Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng, Kai Huang, Chengfang Fang, Jie Shi
2023 A conf
QUDA: Query-Limited Data-Free Model Extraction.
AsiaCCS
Zijun Lin, Ke Xu, Chengfang Fang, Huadi Zheng, Aneez Ahmed Jaheezuddin, Jie Shi
2022 A* conf
MExMI: Pool-based Active Model Extraction Crossover Membership Inference.
NeurIPS
Yaxin Xiao, Qingqing Ye, Haibo Hu, Huadi Zheng, Chengfang Fang, Jie Shi
2022 J jnl
Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation.
IEEE Trans. Dependable Secur. Comput.
Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, Jie Shi
2022 J jnl
Stateful-CCSH: An Efficient Authentication Scheme for High-Resolution Video Surveillance System.
IEEE Internet Things J.
Li Tang, Qingqing Ye, Huadi Zheng, Haibo Hu, Ziyang Han, Ngai-Fong Law
2021 A* conf
Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting.
INFOCOM
Qingqing Ye, Haibo Hu, Ninghui Li, Xiaofeng Meng, Huadi Zheng, Haotian Yan
2020 J jnl
MISSILE: A System of Mobile Inertial Sensor-Based Sensitive Indoor Location Eavesdropping.
IEEE Trans. Inf. Forensics Secur.
Huadi Zheng, Haibo Hu
2020 J jnl
Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning?
IEEE Intell. Syst.
Huadi Zheng, Haibo Hu, Ziyang Han
2019 — conf
BDPL: A Boundary Differentially Private Layer Against Machine Learning Model Extraction Attacks.
ESORICS (1)
Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, Jie Shi
2019 A* conf
Metadata-driven Task Relation Discovery for Multi-task Learning.
IJCAI
Zimu Zheng, Yuqi Wang, Quanyu Dai, Huadi Zheng, Dan Wang
2019 A* conf
PrivKV: Key-Value Data Collection with Local Differential Privacy.
IEEE Symposium on Security and Privacy
Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng
2016 B conf
Text-independent voice conversion using deep neural network based phonetic level features.
ICPR
Huadi Zheng, Weicheng Cai, Tianyan Zhou, Shilei Zhang, Ming Li