Tianwei Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 171

Top Venues

CoRR

IEEE Trans. Inf. Forensics Secur.

ICLR

IEEE Trans. Circuits Syst. Video Technol.

Publications

Rui Xue, Kaiping Xue, Bin Zhu, Xinyi Luo, Tianwei Zhang, Qibin Sun, Jun Lu
Differentially Private Federated Learning With an Adaptive Noise Mechanism. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Guanlin Li, Shuai Yang, Jie Zhang, Tianwei Zhang
PRIME: Protect Your Videos From Malicious Editing. CoRR (2024)
Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training. CoRR (2024)
Hao Wang, Tao Xiang, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang
TransTroj: Transferable Backdoor Attacks to Pre-trained Models via Embedding Indistinguishability. CoRR (2024)
Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu
Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. CoRR (2024)
Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, Hewu Li
An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks. IEEE Trans. Computers 73 (3) (2024)
Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. CoRR (2023)
Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, Guoyin Wang
Instruction Tuning for Large Language Models: A Survey. CoRR (2023)
Guanlin Li, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
Rethinking Adversarial Training with Neural Tangent Kernel. CoRR (2023)
Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu
Can We Mitigate Backdoor Attack Using Adversarial Detection Methods? IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Han Qiu, Tianwei Zhang, Tianzhu Zhang, Hongyu Li, Meikang Qiu
DefQ: Defensive Quantization Against Inference Slow-Down Attack for Edge Computing. IEEE Internet Things J. 10 (4) (2023)
Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation. NeurIPS (2023)
Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu
Physical Black-Box Adversarial Attacks Through Transformations. IEEE Trans. Big Data 9 (3) (2023)
Guanlin Li, Guowen Xu, Tianwei Zhang
Adversarial Training Over Long-Tailed Distribution. CoRR (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Hu Xiong, Hongwei Li, Robert H. Deng
Share Your Data Carefree: An Efficient, Scalable and Privacy-Preserving Data Sharing Service in Cloud Computing. IEEE Trans. Cloud Comput. 11 (1) (2023)
Han Li, Hangcheng Liu, Shangwei Guo, Mingliang Zhou, Ning Wang, Tao Xiang, Tianwei Zhang
Smaller Is Bigger: Rethinking the Embedding Rate of Deep Hiding. CoRR (2023)
Guanlin Li, Kangjie Chen, Yuan Xu, Han Qiu, Tianwei Zhang
Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets. CoRR (2023)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Secure Decentralized Image Classification With Multiparty Homomorphic Encryption. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Xiaobei Yan, Han Qiu, Tianwei Zhang
A Unified Hardware-based Threat Detector for AI Accelerators. CoRR (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. ICFPT (2023)
Qingjie Zhang, Maosen Zhang, Han Qiu, Tianwei Zhang, Mounira Msahli, Gérard Memmi
ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems. ICDM (2023)
Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang
NAUTILUS: Automated RESTful API Vulnerability Detection. USENIX Security Symposium (2023)
Hao Ren, Guowen Xu, Han Qiu, Tianwei Zhang
PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. BigDataSecurity/HPSC/IDS (2023)
Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang
Extracting Robust Models with Uncertain Examples. ICLR (2023)
Xukun Zhou, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Muqiao Yang, Jun He
Backdoor Attacks with Input-unique Triggers in NLP. CoRR (2023)
Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study. CoRR (2023)
Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu
Prompt Injection attack against LLM-integrated Applications. CoRR (2023)
Zhaoxuan Wang, Yang Li, Shihao Wu, Yuan Zhou, Libin Yang, Yuan Xu, Tianwei Zhang, Quan Pan
A survey on cybersecurity attacks and defenses for unmanned aerial systems. J. Syst. Archit. 138 (2023)
Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Tianwei Zhang
FastSecNet: An Efficient Cryptographic Framework for Private Neural Network Inference. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation. CoRR (2023)
Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. ICCV (2023)
Hangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang, Xiaofeng Liao
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models. CoRR (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
Verifiable, Fair and Privacy-Preserving Broadcast Authorization for Flexible Data Sharing in Clouds. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu
Multi-target Backdoor Attacks for Code Pre-trained Models. ACL (1) (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. CoRR (2023)
Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. EuroS&P (2023)
Hanxiao Chen, Hongwei Li, Yingzhe Wang, Meng Hao, Guowen Xu, Tianwei Zhang
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang
Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. ASPLOS (2) (2023)
Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang
Computation and Data Efficient Backdoor Attacks. ICCV (2023)
Wei Gao, Xu Zhang, Shangwei Guo, Tianwei Zhang, Tao Xiang, Han Qiu, Yonggang Wen, Yang Liu
Automatic Transformation Search Against Deep Leakage From Gradients. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang
GPT-NER: Named Entity Recognition via Large Language Models. CoRR (2023)
Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng
Hercules: Boosting the Performance of Privacy-Preserving Federated Learning. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Xiaochun Cheng, Xingshuo Han, Mingjian Tang
Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang
AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning. CoRR (2023)
Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu, Meikang Qiu, Yang Liu, Tianwei Zhang
ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang
Color Backdoor: A Robust Poisoning Attack in Color Space. CVPR (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. INFOCOM (2023)
Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. OSDI (2023)
Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. USENIX Security Symposium (2023)
Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang
Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. ICLR (2023)
Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. ICML (2023)
Wenbing Tang, Yuan Zhou, Tianwei Zhang, Yang Liu, Jing Liu, Zuohua Ding
Cooperative collision avoidance in multirobot systems using fuzzy rules and velocity obstacles. Robotica 41 (2) (2023)
Meng Hao, Weiran Liu, Liqiang Peng, Hongwei Li, Cong Zhang, Hanxiao Chen, Tianwei Zhang
Unbalanced Circuit-PSI from Oblivious Key-Value Retrieval. IACR Cryptol. ePrint Arch. 2023 (2023)
Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. CoRR (2023)
Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu
Multi-target Backdoor Attacks for Code Pre-trained Models. CoRR (2023)
Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang
Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication. CoRR (2023)
Yixing Luo, Yuan Zhou, Haiyan Zhao, Zhi Jin, Tianwei Zhang, Yang Liu, Danny Barthaud, Yijun Yu
Online adaptation for autonomous unmanned systems driven by requirements satisfaction model. Softw. Syst. Model. 21 (4) (2022)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. CoRR (2022)
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
GNN-LM: Language Modeling based on Global Contexts via GNN. ICLR (2022)
Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang
Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. CoRR (2022)
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
Fast Nearest Neighbor Machine Translation. ACL (Findings) (2022)
Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Tianwei Zhang
Ownership Verification of DNN Architectures via Hardware Cache Side Channels. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Ke Jiang, Yuyan Bao, Shuai Wang, Zhibo Liu, Tianwei Zhang
Cache Refinement Type for Side-Channel Detection of Cryptographic Software. CCS (2022)
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. CoRR (2022)
Guanlin Li, Guowen Xu, Tianwei Zhang
A Benchmark of Long-tailed Instance Segmentation with Noisy Labels (Short Version). CoRR (2022)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR (2022)
Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei Li, Meikang Qiu
Watermarking Pre-trained Encoders in Contrastive Learning. ICDIS (2022)
Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Yaoxin Wu, Tianwei Zhang
NASPY: Automated Extraction of Automated Machine Learning Models. ICLR (2022)
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT (2022)
Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. CoRR (2022)
Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng
Hercules: Boosting the Performance of Privacy-preserving Federated Learning. CoRR (2022)
Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang
Improving Adversarial Robustness of 3D Point Cloud Classification Models. ECCV (4) (2022)
Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu
On the (In)Security of Secure ROS2. CCS (2022)
Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang
Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. ACM Multimedia (2022)
Zhisheng Ye, Peng Sun, Wei Gao, Tianwei Zhang, Xiaolin Wang, Shengen Yan, Yingwei Luo
Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Hao Ren, Guowen Xu, Tianwei Zhang, Jianting Ning, Xinyi Huang, Hongwei Li, Rongxing Lu
Efficiency Boosting of Secure Cross-platform Recommender Systems over Sparse Data. CoRR (2022)
Ke Jiang, Yuyan Bao, Shuai Wang, Zhibo Liu, Tianwei Zhang
Cache Refinement Type for Side-Channel Detection of Cryptographic Software. CoRR (2022)
Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang
Titan: a scheduler for foundation model fine-tuning workloads. SoCC (2022)
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10 (2022)
Shangwei Guo, Chunlong Xie, Jiwei Li, Lingjuan Lyu, Tianwei Zhang
Threats to Pre-trained Language Models: Survey and Taxonomy. CoRR (2022)
Zehua Yang, Zhisheng Ye 000, Tianhao Fu, Jing Luo, Xiong Wei, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Tianwei Zhang
Tear Up the Bubble Boom: Lessons Learned From a Deep Learning Research and Development Cluster. ICCD (2022)
Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei L, Meikang Qiu
Watermarking Pre-trained Encoders in Contrastive Learning. CoRR (2022)
Guowen Xu, Shengmin Xu, Jianting Ning, Tianwei Zhang, Xinyi Huang, Hongwei Li, Rongxing Lu
New Secure Sparse Inner Product with Applications to Machine Learning. CoRR (2022)
Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. CoRR (2022)
Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang
Primo: Practical Learning-Augmented Systems with Interpretable Models. USENIX Annual Technical Conference (2022)
Ke Jiang, Tianwei Zhang, David Sanán, Yongwang Zhao, Yang Liu
A Formal Methodology for Verifying Side-Channel Vulnerabilities in Cache Architectures. ICFEM (2022)
Shangwei Guo, Tianwei Zhang, Guowen Xu, Han Yu, Tao Xiang, Yang Liu
Topology-Aware Differential Privacy for Decentralized Image Classification. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. CoRR (2022)
Xiaoxuan Lou, Guowen Xu, Kangjie Chen, Guanlin Li, Jiwei Li, Tianwei Zhang
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks. CoRR (2022)
Shangwei Guo, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu
Byzantine-Resilient Decentralized Stochastic Gradient Descent. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang
kNN-NER: Named Entity Recognition with Nearest Neighbor Search. CoRR (2022)
Guowen Xu, Xingshuo Han, Tianwei Zhang, Hongwei Li, Robert H. Deng
SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. CoRR (2022)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Hantao Liu, Tianwei Zhang
Text's Armor: Optimized Local Adversarial Perturbation Against Scene Text Editing Attacks. ACM Multimedia (2022)
Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. CoRR (2022)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Mamoun Alazab, Robert H. Deng
A Practical Fog-Based Privacy-Preserving Online Car-Hailing Service System. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yuan Xu, Gelei Deng, Tianwei Zhang, Han Qiu, Yungang Bao
Novel denial-of-service attacks against cloud-based multi-robot systems. Inf. Sci. 576 (2021)
Yuan Xu, Tianwei Zhang, Yungang Bao
Analysis and Mitigation of Function Interaction Risks in Robot Apps. RAID (2021)
Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang
Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. SoCC (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tianwei Zhang