Tianwei Zhang - RankMe

435 papers A* 80A 25B 2C 3Misc 1Journal 285Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Alkaid: Accelerating Three-Party Boolean Circuits by Mixing Correlations and Redundancy. IEEE Trans. Inf. Forensics Secur. Ye Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Wen-jie Lu, Tianwei Zhang, Jianying Zhou, Jin Song Dong
2026	J	`jnl`	CONCUR: High-Throughput Agentic Batch Inference of LLM via Congestion-Based Concurrency Control. CoRR Qiaoling Chen, Zhisheng Ye, Tian Tang, Peng Sun, Boyu Tian, Guoteng Wang, Shenggui Li, Yonggang Wen, Zhenhua Han, Tianwei Zhang
2026	J	`jnl`	Character as a Latent Variable in Large Language Models: A Mechanistic Account of Emergent Misalignment and Conditional Safety Failures. CoRR Yanghao Su, Wenbo Zhou, Tianwei Zhang, Han Qiu, Weiming Zhang, Nenghai Yu, Jie Zhang
2026	J	`jnl`	Conan: Secure and Reliable Machine Learning Inference Against Malicious Service Providers. IEEE Trans. Inf. Forensics Secur. Hanxiao Chen, Hongwei Li, Meng Hao, Pengzhi Xing, Jia Hu, Wenbo Jiang, Tianwei Zhang, Guowen Xu
2026	J	`jnl`	DAWN: Dependency-Aware Fast Inference for Diffusion LLMs. CoRR Lizhuo Luo, Zhuoran Shi, Jiajun Luo, Zhi Wang, Shen Ren, Wenya Wang, Tianwei Zhang
2026	J	`jnl`	DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems. CoRR Haoran Ou, Kangjie Chen, Gelei Deng, Hangcheng Liu, Jie Zhang, Tianwei Zhang, Kwok-Yan Lam
2026	J	`jnl`	DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs. CoRR Lizhuo Luo, Shenggui Li, Yonggang Wen, Tianwei Zhang
2026	J	`jnl`	Fluent: Round-efficient secure aggregation for private federated learning. Comput. Stand. Interfaces Xincheng Li, Jianting Ning, Geong Sen Poh, Xinchun Yin, Leo Yu Zhang, Tianwei Zhang
2026	J	`jnl`	Inference-time Alignment via Sparse Junction Steering. CoRR Runyi Hu, Jie Zhang, Shiqian Zhao, Jiale Meng, Jiwei Li, Jason Zeng, Ming Wu, Michael Heinrich, Yonggang Wen, Tianwei Zhang
2026	J	`jnl`	Instruction Tuning for Large Language Models: A Survey. ACM Comput. Surv. Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Guoyin Wang, Fei Wu
2026	J	`jnl`	Ownership Verification of Your NLG Models With Semantic Combination Watermarks. IEEE Trans. Dependable Secur. Comput. Chunlong Xie, Tao Xiang, Shangwei Guo, Biwen Chen, Ning Wang, Jiwei Li, Tianwei Zhang
2026	J	`jnl`	Physical Prompt Injection Attacks on Large Vision-Language Models. CoRR Chen Ling, Kai Hu, Hangcheng Liu, Xingshuo Han, Tianwei Zhang, Changhai Ou
2026	J	`jnl`	PrivTF: Efficient and Privacy-Preserving Transformer Inference With Optimized Protocols for Secure NLP. IEEE Trans. Netw. Sci. Eng. Ziwei Peng, Kaiping Xue, Bin Zhu, Yaxuan Huang, Jian Li, Meng Hao, Tianwei Zhang
2026	J	`jnl`	PromptTuner: SLO-Aware Elastic System for LLM Prompt Tuning. CoRR Wei Gao, Peng Sun, Dmitrii Ustiugov, Tianwei Zhang, Yonggang Wen
2026	J	`jnl`	SOPRAG: Multi-view Graph Experts Retrieval for Industrial Standard Operating Procedures. CoRR Liangtao Lin, Zhaomeng Zhu, Tianwei Zhang, Yonggang Wen
2026	J	`jnl`	SSD: A State-Based Stealthy Backdoor Attack for IMU/GNSS Navigation System in UAV Route Planning. IEEE Trans. Inf. Forensics Secur. Zhaoxuan Wang, Yang Li, Jie Zhang, Xingshuo Han, Kangbo Liu, Yang Lyu, Yuan Zhou, Tianwei Zhang, Quan Pan
2026	J	`jnl`	SafeRedir: Prompt Embedding Redirection for Robust Unlearning in Image Generation Models. CoRR Renyang Liu, Kangjie Chen, Han Qiu, Jie Zhang, Kwok-Yan Lam, Tianwei Zhang, See-Kiong Ng
2026	A*	`conf`	ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs. AAAI Xu Zhang, Hangcheng Liu, Shangwei Guo, Shudong Zhang, Tianwei Zhang, Tao Xiang
2026	J	`jnl`	State-Dependent Safety Failures in Multi-Turn Language Model Interaction. CoRR Pengcheng Li, Jie Zhang, Tianwei Zhang, Han Qiu, Zhang Kejun, Weiming Zhang, Nenghai Yu, Wenbo Zhou
2026	J	`jnl`	TRACE: Structure-Aware Character Encoding for Robust and Generalizable Document Watermarking. CoRR Jiale Meng, Jie Zhang, Runyi Hu, Zhe-Ming Lu, Tianwei Zhang, Yiming Li
2026	J	`jnl`	Unifying Watermarking via Dimension-Aware Mapping. CoRR Jiale Meng, Runyi Hu, Jie Zhang, Zheming Lu, Ivor W. Tsang, Tianwei Zhang
2026	J	`jnl`	What Makes a Good LLM Agent for Real-world Penetration Testing? CoRR Gelei Deng, Yi Liu, Yuekang Li, Ruozhao Yang, Xiaofei Xie, Jie Zhang, Han Qiu, Tianwei Zhang
2026	J	`jnl`	δ-SCALPEL: Docker Image Slimming Based on Source Code Static Analysis. IEEE Trans. Software Eng. Jiaxuan Han, Cheng Huang, Jiayong Liu, Tianwei Zhang
2025	J	`jnl`	$\mathtt {Antelope}$: Fast and Secure Neural Network Inference. IEEE Trans. Dependable Secur. Comput. Xiaoyuan Liu, Hongwei Li, Guowen Xu, Shengmin Xu, Xinyi Huang, Tianwei Zhang, Yijing Lin, Jianying Zhou
2025	A*	`conf`	A Benchmark for Semantic Sensitive Information in LLMs Outputs. ICLR Qingjie Zhang, Han Qiu, Di Wang, Yiming Li, Tianwei Zhang, Wenyu Zhu, Haiqin Weng, Liu Yan, Chao Zhang
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	ALIOTH: An Efficient and Secure Weight-of-Evidence Framework for Privacy-Preserving Data Processing. IACR Cryptol. ePrint Arch. Ye Dong, Xiangfu Song, W. j Lu, Xudong Chen, Yaxi Yang, Ruonan Chen, Tianwei Zhang, Jin-Song Dong
2025	J	`jnl`	ALKAID: Accelerating Three-Party Boolean Circuits by Mixing Correlations and Redundancy. IACR Cryptol. ePrint Arch. Ye Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Wen-jie Lu, Tianwei Zhang, Jianying Zhou, Jinsong Dong
2025	J	`jnl`	Adversarial Attacks on Autonomous Driving Systems in the Physical World: A Survey. IEEE Trans. Intell. Veh. Lijun Chi, Mounira Msahli, Qingjie Zhang, Han Qiu, Tianwei Zhang, Gérard Memmi, Meikang Qiu
2025	J	`jnl`	An Effective Docker Image Slimming Approach Based on Source Code Data Dependency Analysis. CoRR Jiaxuan Han, Cheng Huang, Jiayong Liu, Tianwei Zhang
2025	A*	`conf`	An Engorgio Prompt Makes Large Language Model Babble on. ICLR Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu, Han Qiu
2025	J	`jnl`	An LLM-Empowered Adaptive Evolutionary Algorithm For Multi-Component Deep Learning Systems. CoRR Haoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang
2025	A*	`conf`	An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems. AAAI Haoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang
2025	A	`conf`	Aparecium: Revealing Secrets from Physical Photographs. ICME Zhe Lei, Jie Zhang, Jingtao Li, Tianwei Zhang, Haibin Kan, Weiming Zhang, Nenghai Yu
2025	J	`jnl`	AuthUp: A Privacy-Preserving V2I Authentication Scheme for Vehicular Ad Hoc Networks. IEEE Trans. Veh. Technol. Xincheng Li, Xinchun Yin, Jianting Ning, Tianwei Zhang
2025	A*	`conf`	BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach. ICML Haozhao Wang, Shengyu Wang, Jiaming Li, Hao Ren, Xingshuo Han, Wenchao Xu, Shangwei Guo, Tianwei Zhang, Ruixuan Li
2025	J	`jnl`	BURN: Backdoor Unlearning via Adversarial Boundary Analysis. CoRR Yanghao Su, Jie Zhang, Yiming Li, Tianwei Zhang, Qing Guo, Weiming Zhang, Nenghai Yu, Nils Lukas, Wenbo Zhou
2025	J	`jnl`	BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models. CoRR Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu
2025	J	`jnl`	BitHydra: Towards Bit-flip Inference Cost Attack against Large Language Models. CoRR Xiaobei Yan, Yiming Li, Zhaoxin Fan, Han Qiu, Tianwei Zhang
2025	J	`jnl`	CREST-Search: Comprehensive Red-teaming for Evaluating Safety Threats in Large Language Models Powered by Web Search. CoRR Haoran Ou, Kangjie Chen, Xingshuo Han, Gelei Deng, Jie Zhang, Han Qiu, Tianwei Zhang
2025	A*	`conf`	CamLopa: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis. SP Xiang Zhang, Jie Zhang, Zehua Ma, Jinyang Huang, Meng Li, Huan Yan, Peng Zhao, Zijian Zhang, Bin Liu, Qing Guo, Tianwei Zhang, Nenghai Yu
2025	J	`jnl`	CipherGuard: Compiler-aided Mitigation against Ciphertext Side-channel Attacks. CoRR Ke Jiang, Sen Deng, Yinshuai Li, Shuai Wang, Tianwei Zhang, Yinqian Zhang
2025	J	`jnl`	Clean Image May Be Dangerous: Data Poisoning Attacks Against Deep Hashing. IEEE Trans. Multim. Shuai Li, Jie Zhang, Yuang Qi, Kejiang Chen, Tianwei Zhang, Weiming Zhang, Nenghai Yu
2025	J	`jnl`	Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing. CoRR Shuai Li, Jie Zhang, Yuang Qi, Kejiang Chen, Tianwei Zhang, Weiming Zhang, Nenghai Yu
2025	J	`jnl`	Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges. CoRR Senyao Li, Haozhao Wang, Wenchao Xu, Rui Zhang, Song Guo, Jingling Yuan, Xian Zhong, Tianwei Zhang, Ruixuan Li
2025	A	`conf`	Controllable Spoofing Attacks on Visual SLAM in Robotic Vehicles. ACSAC Yuan Xu, Gelei Deng, Guanlin Li, Xingshuo Han, Shangwei Guo, Tianwei Zhang
2025	J	`jnl`	CoreMark: Toward Robust and Universal Text Watermarking Technique. CoRR Jiale Meng, Yiming Li, Zhe-Ming Lu, Zewei He, Hao Luo, Tianwei Zhang
2025	J	`jnl`	Coward: Toward Practical Proactive Federated Backdoor Defense via Collision-based Watermark. CoRR Wenjie Li, Siying Gu, Yiming Li, Kangjie Chen, Zhili Chen, Tianwei Zhang, Shu-Tao Xia, Dacheng Tao
2025	A*	`conf`	Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems. ICML Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Han Qiu, Nils Lukas, Tianwei Zhang
2025	J	`jnl`	Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems. CoRR Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Nils Lukas, Tianwei Zhang
2025	J	`jnl`	DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective. CoRR Shuo Shao, Yiming Li, Mengren Zheng, Zhiyang Hu, Yukun Chen, Boheng Li, Yu He, Junfeng Guo, Tianwei Zhang, Dacheng Tao, Zhan Qin
2025	A*	`conf`	DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients Estimation. DAC Ziyuan Zhang, Han Qiu, Tianwei Zhang, Bin Chen, Chao Zhang
2025	J	`jnl`	DDiT: Dynamic Resource Allocation for Diffusion Transformer Model Serving. CoRR Heyang Huang, Cunchen Hu, Jiaqi Zhu, Ziyuan Gao, Liangliang Xu, Yizhou Shan, Yungang Bao, Ninghui Sun, Tianwei Zhang, Sa Wang
2025	J	`jnl`	DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. CoRR Boheng Li, Junjie Wang, Yiming Li, Zhiyang Hu, Leyi Qi, Jianshuo Dong, Run Wang, Han Qiu, Zhan Qin, Tianwei Zhang
2025	J	`jnl`	Deep Face Leakage: Inverting High-Quality Faces From Gradients Using Residual Optimization. IEEE Trans. Image Process. Xu Zhang, Tao Xiang, Shangwei Guo, Fei Yang, Tianwei Zhang
2025	A*	`conf`	Detecting Perception-Based Attacks using Visual Odometry: Inconsistency Modeling and Checking on Robotic States. ICRA Yuan Xu, Gelei Deng, Tianwei Zhang
2025	A*	`conf`	DiffLoc: WiFi Hidden Camera Localization Based on Electromagnetic Diffraction. USENIX Security Symposium Xiang Zhang, Jie Zhang, Huan Yan, Jinyang Huang, Zehua Ma, Bin Liu, Meng Li, Kejiang Chen, Qing Guo, Tianwei Zhang, Zhi Liu
2025	A*	`conf`	Disco4D: Disentangled 4D Human Generation and Animation from a Single Image. CVPR Hui En Pang, Shuai Liu, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu
2025	J	`jnl`	Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion. CoRR Chunlong Xie, Jialing He, Shangwei Guo, Jiacheng Wang, Shudong Zhang, Tianwei Zhang, Tao Xiang
2025	J	`jnl`	Efficiency Boosting of Secure Cross-Platform Recommender Systems Over Sparse Data. IEEE Trans. Dependable Secur. Comput. Hao Ren, Guowen Xu, Tianwei Zhang, Jianting Ning, Xinyi Huang, Hongwei Li, Rongxing Lu
2025	J	`jnl`	Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning. CoRR Xianglin Yang, Gelei Deng, Jieming Shi, Tianwei Zhang, Jin Song Dong
2025	J	`jnl`	Exploiting Vulnerabilities in Speech Translation Systems through Targeted Adversarial Attacks. CoRR Chang Liu, Haolin Wu, Xi Yang, Kui Zhang, Cong Wu, Weiming Zhang, Nenghai Yu, Tianwei Zhang, Qing Guo, Jie Zhang
2025	—	`conf`	Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings. ACL (Findings) Shujian Yang, Shiyao Cui, Chuanrui Hu, Haicheng Wang, Tianwei Zhang, Minlie Huang, Jialiang Lu, Han Qiu
2025	J	`jnl`	Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings. CoRR Shujian Yang, Shiyao Cui, Chuanrui Hu, Haicheng Wang, Tianwei Zhang, Minlie Huang, Jialiang Lu, Han Qiu
2025	J	`jnl`	FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint. CoRR Shuo Shao, Haozhe Zhu, Hongwei Yao, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren
2025	J	`jnl`	FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset. CoRR Shuhe Wang, Xiaoya Li, Jiwei Li, Guoyin Wang, Xiaofei Sun, Bob Zhu, Han Qiu, Mo Yu, Shengjie Shen, Tianwei Zhang, Eduard H. Hovy
2025	J	`jnl`	FaceTracer: Unveiling Source Identities From Swapped Face Images and Videos for Fraud Prevention. IEEE Trans. Pattern Anal. Mach. Intell. Zhongyi Zhang, Jie Zhang, Wenbo Zhou, Xinghui Zhou, Qing Guo, Weiming Zhang, Tianwei Zhang, Nenghai Yu
2025	—	`conf`	GPT-NER: Named Entity Recognition via Large Language Models. NAACL (Findings) Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang, Chen Guo
2025	J	`jnl`	Holmes: Automated Fact Check with Large Language Models. CoRR Haoran Ou, Gelei Deng, Xingshuo Han, Jie Zhang, Xinlei He, Han Qiu, Shangwei Guo, Tianwei Zhang
2025	J	`jnl`	Holmes: Towards Effective and Harmless Model Ownership Verification to Personalized Large Vision Models via Decoupling Common Features. CoRR Linghui Zhu, Yiming Li, Haiqin Weng, Yan Liu, Tianwei Zhang, Shu-Tao Xia, Zhi Wang
2025	J	`jnl`	I2I Backdoor: Backdoor Attacks Against Image-to-Image Tasks. IEEE Trans. Dependable Secur. Comput. Wenbo Jiang, Hongwei Li, Jiaming He, Rui Zhang, Guowen Xu, Tianwei Zhang, Rongxing Lu
2025	J	`jnl`	IRCopilot: Automated Incident Response with Large Language Models. CoRR Xihuan Lin, Jie Zhang, Gelei Deng, Tianzhe Liu, Xiaolong Liu, Changcai Yang, Tianwei Zhang, Qing Guo, Riqing Chen
2025	J	`jnl`	IceFrog: A Layer-Elastic Scheduling System for Deep Learning Training in GPU Clusters. IEEE Trans. Parallel Distributed Syst. Wei Gao, Zhuoyuan Ouyang, Peng Sun, Tianwei Zhang, Yonggang Wen
2025	J	`jnl`	Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning. CoRR Renyang Liu, Guanlin Li, Tianwei Zhang, See-Kiong Ng
2025	J	`jnl`	Inception: Jailbreak the Memory Mechanism of Text-to-Image Generation Systems. CoRR Shiqian Zhao, Jiayang Liu, Yiming Li, Runyi Hu, Xiaojun Jia, Wenshu Fan, Xinfeng Li, Jie Zhang, Wei Dong, Tianwei Zhang, Luu Anh Tuan
2025	J	`jnl`	InferDPT: Privacy-Preserving Inference for Closed-Box Large Language Models. IEEE Trans. Dependable Secur. Comput. Meng Tong, Kejiang Chen, Jie Zhang, Yuang Qi, Weiming Zhang, Nenghai Yu, Tianwei Zhang, Zhikun Zhang
2025	—	`conf`	Keynote: Security Testing of Cloud-based Generative AI Services. CCSW Tianwei Zhang
2025	J	`jnl`	Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Yuan Xu, Tianwei Zhang
2025	J	`jnl`	MIZAR: Boosting Secure Three-Party Deep Learning with Co-Designed Sign-Bit Extraction and GPU Acceleration. IACR Cryptol. ePrint Arch. Ye Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Tianwei Zhang, Jin-Song Dong
2025	J	`jnl`	Mask Image Watermarking. CoRR Runyi Hu, Jie Zhang, Shiqian Zhao, Nils Lukas, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang
2025	A*	`conf`	Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped Locomotion. ICRA Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See
2025	J	`jnl`	Mission: Impossible - Image-Based Geolocation with Large Vision Language Models. Proc. Priv. Enhancing Technol. Yi Liu, Gelei Deng, Junchen Ding, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge
2025	A	`conf`	Mizar: Boosting Secure Three-Party Deep Learning with Co-Designed Sign-Bit Extraction and GPU Acceleration. ACSAC Ye Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Tianwei Zhang, Jinsong Dong
2025	A*	`conf`	Model Supply Chain Poisoning: Backdooring Pre-trained Models via Embedding Indistinguishability. WWW Hao Wang, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang, Tao Xiang
2025	J	`jnl`	ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks. CoRR Xiaobei Yan, Han Qiu, Tianwei Zhang
2025	A*	`conf`	Oedipus: LLM-enchanced Reasoning CAPTCHA Solver. CCS Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu
2025	J	`jnl`	One Patch to Rule Them All: Transforming Static Patches into Dynamic Attacks in the Physical World. CoRR Xingshuo Han, Chen Ling, Shiyi Yao, Haozhao Wang, Hangcheng Liu, Yutong Wu, Shengmin Xu, Changhai Ou, Xinyi Huang, Tianwei Zhang
2025	J	`jnl`	Optimization-Free Patch Attack on Stereo Depth Estimation. CoRR Hangcheng Liu, Xu Kuang, Xingshuo Han, Xingwan Wu, Haoran Ou, Shangwei Guo, Xingyi Huang, Tao Xiang, Tianwei Zhang
2025	J	`jnl`	PRIVMARK: Private Large Language Models Watermarking with MPC. CoRR Thomas Fargues, Ye Dong, Tianwei Zhang, Jin Song Dong
2025	J	`jnl`	PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design. CoRR Ruozhao Yang, Mingfei Cheng, Gelei Deng, Tianwei Zhang, Junjie Wang, Xiaofei Xie
2025	J	`jnl`	Picky LLMs and Unreliable RMs: An Empirical Study on Safety Alignment after Instruction Tuning. CoRR Guanlin Li, Kangjie Chen, Shangwei Guo, Jie Zhang, Han Qiu, Chao Zhang, Guoyin Wang, Tianwei Zhang, Jiwei Li
2025	J	`jnl`	PoseGuard: Pose-Guided Generation with Safety Guardrails. CoRR Kongxin Wang, Jie Zhang, Peigui Qi, Kunsheng Tang, Tianwei Zhang, Wenbo Zhou
2025	J	`jnl`	ReSpec: Towards Optimizing Speculative Decoding in Reinforcement Learning Systems. CoRR Qiaoling Chen, Zijun Liu, Peng Sun, Shenggui Li, Guoteng Wang, Ziming Liu, Yonggang Wen, Siyuan Feng, Tianwei Zhang
2025	J	`jnl`	Rethinking Data Protection in the (Generative) Artificial Intelligence Era. CoRR Yiming Li, Shuo Shao, Yu He, Junfeng Guo, Tianwei Zhang, Zhan Qin, Pin-Yu Chen, Michael Backes, Philip Torr, Dacheng Tao, Kui Ren
2025	—	`conf`	Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving. MLSys Wei Gao, Xinyu Zhou, Peng Sun, Tianwei Zhang, Yonggang Wen
2025	J	`jnl`	Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving. CoRR Wei Gao, Xinyu Zhou, Peng Sun, Tianwei Zhang, Yonggang Wen
2025	A*	`conf`	Rethinking Machine Unlearning in Image Generation Models. CCS Renyang Liu, Wenjie Feng, Tianwei Zhang, Wei Zhou, Xueqi Cheng, See-Kiong Ng
2025	J	`jnl`	Rethinking Machine Unlearning in Image Generation Models. CoRR Renyang Liu, Wenjie Feng, Tianwei Zhang, Wei Zhou, Xueqi Cheng, See-Kiong Ng
2025	J	`jnl`	Rethinking the Design of Backdoor Triggers and Adversarial Perturbations: A Color Space Perspective. IEEE Trans. Dependable Secur. Comput. Wenbo Jiang, Hongwei Li, Guowen Xu, Hao Ren, Haomiao Yang, Tianwei Zhang, Shui Yu
2025	J	`jnl`	SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading. CoRR Qiaoling Chen, Shenggui Li, Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang
2025	J	`jnl`	SSD: A State-based Stealthy Backdoor Attack For Navigation System in UAV Route Planning. CoRR Zhaoxuan Wang, Yang Li, Jie Zhang, Xingshuo Han, Kangbo Liu, Lyu Yang, Yuan Zhou, Tianwei Zhang, Quan Pan
2025	A*	`conf`	SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models. CCS Peigui Qi, Kunsheng Tang, Wenbo Zhou, Weiming Zhang, Nenghai Yu, Tianwei Zhang, Qing Guo, Jie Zhang
2025	J	`jnl`	SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models. CoRR Peigui Qi, Kunsheng Tang, Wenbo Zhou, Weiming Zhang, Nenghai Yu, Tianwei Zhang, Qing Guo, Jie Zhang
2025	J	`jnl`	SafeSearch: Automated Red-Teaming for the Safety of LLM-Based Search Agents. CoRR Jianshuo Dong, Sheng Guo, Hao Wang, Zhuotao Liu, Tianwei Zhang, Ke Xu, Minlie Huang, Han Qiu
2025	J	`jnl`	Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety. Found. Trends Priv. Secur. Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhao Zhao, Hanxun Huang, Yige Li, Yutao Wu, Jiaming Zhang, Xiang Zheng, Yang Bai, Yiming Li, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Xudong Han, Haonan Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Tim Baldwin, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025	J	`jnl`	Sanitizable Cross-Domain Access Control With Policy-Driven Dynamic Authorization. IEEE Trans. Dependable Secur. Comput. Jianfei Sun, Guowen Xu, Hongwei Li, Tianwei Zhang, Cong Wu, Xuehuan Yang, Robert H. Deng
2025	J	`jnl`	Scalable Zero-knowledge Proofs for Non-linear Functions in Machine Learning. IACR Cryptol. ePrint Arch. Meng Hao, Hanxiao Chen, Hongwei Li, Chenkai Weng, Yuan Zhang, Haomiao Yang, Tianwei Zhang
2025	A*	`conf`	SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments. CVPR Yue Cao, Yun Xing, Jie Zhang, Di Lin, Tianwei Zhang, Ivor W. Tsang, Yang Liu, Qing Guo
2025	J	`jnl`	Secure and Lightweight Feature Selection for Horizontal Federated Learning. IEEE Trans. Inf. Forensics Secur. Xiaoyuan Liu, Hongwei Li, Guowen Xu, Xilin Zhang, Tianwei Zhang, Jianying Zhou
2025	J	`jnl`	Semantic and Precise Trigger Inversion: Detecting Backdoored Language Models. IEEE Trans. Inf. Forensics Secur. Chunlong Xie, Jialing He, Ying Yang, Shangwei Guo, Tianwei Zhang, Tao Xiang
2025	J	`jnl`	Semantic-Aware Scheduling for GPU Clusters with Large Language Models. CoRR Zerui Wang, Qinghao Hu, Ana Klimovic, Tianwei Zhang, Yonggang Wen, Peng Sun, Dahua Lin
2025	J	`jnl`	SightCVC: An Efficient and Compatible Multi-Chain Transaction Protocol in Heterogeneous Blockchain Systems. IEEE Trans. Inf. Forensics Secur. Haonan Yang, Tianwei Zhang, Zuobin Ying, Runjie Yang, Wanlei Zhou
2025	A*	`conf`	Speculating LLMs' Chinese Training Data Pollution from Their Tokens. EMNLP Qingjie Zhang, Di Wang, Haoting Qian, Liu Yan, Tianwei Zhang, Ke Xu, Qi Li, Minlie Huang, Hewu Li, Han Qiu
2025	J	`jnl`	Speculating LLMs' Chinese Training Data Pollution from Their Tokens. CoRR Qingjie Zhang, Di Wang, Haoting Qian, Liu Yan, Tianwei Zhang, Ke Xu, Qi Li, Minlie Huang, Hewu Li, Han Qiu
2025	J	`jnl`	Stealthiness Assessment of Adversarial Perturbation: From a Visual Perspective. IEEE Trans. Inf. Forensics Secur. Hangcheng Liu, Yuan Zhou, Ying Yang, Qingchuan Zhao, Tianwei Zhang, Tao Xiang
2025	J	`jnl`	Streaming Function Secret Sharing and Its Applications. IACR Cryptol. ePrint Arch. Xiangfu Song, Jianli Bai, Ye Dong, Yijian Liu, Yu Zhang, Xianhui Lu, Tianwei Zhang
2025	J	`jnl`	TEAR: Temporal-aware Automated Red-teaming for Text-to-Video Models. CoRR Jiaming He, Guanyu Hou, Hongwei Li, Zhicong Huang, Kangjie Chen, Yi Yu, Wenbo Jiang, Guowen Xu, Tianwei Zhang
2025	A*	`conf`	THEMIS: Regulating Textual Inversion for Personalized Concept Censorship. NDSS Yutong Wu, Jie Zhang, Florian Kerschbaum, Tianwei Zhang
2025	A*	`conf`	TRUST-VLM: Thorough Red-Teaming for Uncovering Safety Threats in Vision-Language Models. ICML Kangjie Chen, Muyang Li, Guanlin Li, Shudong Zhang, Shangwei Guo, Tianwei Zhang
2025	J	`jnl`	Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack. CoRR Yukun Chen, Boheng Li, Yu Yuan, Leyi Qi, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren
2025	J	`jnl`	Testing the Fault-Tolerance of Multi-Sensor Fusion Perception in Autonomous Driving Systems. CoRR Haoxiang Tian, Wenqiang Ding, Xingshuo Han, Guoquan Wu, An Guo, Junqi Zhang, Wei Chen, Jun Wei, Tianwei Zhang
2025	J	`jnl`	Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving Systems. Proc. ACM Softw. Eng. Haoxiang Tian, Wenqiang Ding, Xingshuo Han, Guoquan Wu, An Guo, Junqi Zhang, Wei Chen, Jun Wei, Tianwei Zhang
2025	A*	`conf`	The Ghost Navigator: Revisiting the Hidden Vulnerability of Localization in Autonomous Driving. USENIX Security Symposium Junqi Zhang, Shaoyin Cheng, Linqing Hu, Jie Zhang, Chengyu Shi, Xingshuo Han, Tianwei Zhang, Yueqiang Cheng, Weiming Zhang
2025	J	`jnl`	The Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks Through Model Poisoning. IEEE Trans. Inf. Forensics Secur. Kunlan Xiang, Haomiao Yang, Meng Hao, Shaofeng Li, Haoxin Wang, Zikang Ding, Wenbo Jiang, Tianwei Zhang
2025	J	`jnl`	The Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks through Model Poisoning. CoRR Kunlan Xiang, Haomiao Yang, Meng Hao, Haoxin Wang, Shaofeng Li, Zikang Ding, Tianwei Zhang
2025	J	`jnl`	Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models. CoRR Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew-Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang
2025	A*	`conf`	Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models. SP Boheng Li, Yanhao Wei, Yankai Fu, Zhenting Wang, Yiming Li, Jie Zhang, Run Wang, Tianwei Zhang
2025	J	`jnl`	Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning. CoRR Boheng Li, Renjie Gu, Junjie Wang, Leyi Qi, Yiming Li, Run Wang, Zhan Qin, Tianwei Zhang
2025	J	`jnl`	Turn That Frown Upside Down: FaceID Customization via Cross-Training Data. CoRR Shuhe Wang, Xiaoya Li, Xiaofei Sun, Guoyin Wang, Tianwei Zhang, Jiwei Li, Eduard H. Hovy
2025	—	`conf`	Understanding the Dark Side of LLMs' Intrinsic Self-Correction. ACL (1) Qingjie Zhang, Di Wang, Haoting Qian, Yiming Li, Tianwei Zhang, Minlie Huang, Ke Xu, Hewu Li, Liu Yan, Han Qiu
2025	A	`conf`	Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds. IROS Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See
2025	J	`jnl`	Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds. CoRR Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See
2025	A*	`conf`	VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking. ICLR Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang
2025	J	`jnl`	VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking. CoRR Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang
2025	A*	`conf`	When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models. EMNLP Cheng Wang, Gelei Deng, Xianglin Yang, Han Qiu, Tianwei Zhang
2025	J	`jnl`	When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models. CoRR Cheng Wang, Gelei Deng, Xianglin Yang, Han Qiu, Tianwei Zhang
2025	A*	`conf`	When Translators Refuse to Translate: A Novel Attack to Speech Translation Systems. USENIX Security Symposium Haolin Wu, Chang Liu, Jing Chen, Ruiying Du, Kun He, Yu Zhang, Cong Wu, Tianwei Zhang, Qing Guo, Jie Zhang
2025	J	`jnl`	Work Zones challenge VLM Trajectory Planning: Toward Mitigation and Robust Autonomous Driving. CoRR Yifan Liao, Zhen Sun, Xiaoyun Qiu, Zixiao Zhao, Wenbing Tang, Xinlei He, Xinhu Zheng, Tianwei Zhang, Xinyi Huang, Xingshuo Han
2024	J	`jnl`	A Case for Application-Aware Space Radiation Tolerance in Orbital Computing. CoRR Meiqi Wang, Han Qiu, Longnv Xu, Di Wang, Yuanjie Li, Tianwei Zhang, Jun Liu, Hewu Li
2024	J	`jnl`	A Comprehensive Defense Framework Against Model Extraction Attacks. IEEE Trans. Dependable Secur. Comput. Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu
2024	—	`conf`	A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering. SEA4DQ@SIGSOFT FSE Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Kailong Wang
2024	J	`jnl`	A Tamper-Resistant Broadcasting Scheme for Secure Communication in Internet of Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. Jianfei Sun, Junyi Tao, Hao Zhang, Yanan Zhao, Liming Nie, Xiaochun Cheng, Tianwei Zhang
2024	A*	`conf`	ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users. NeurIPS Guanlin Li, Kangjie Chen, Shudong Zhang, Jie Zhang, Tianwei Zhang
2024	J	`jnl`	ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users. CoRR Guanlin Li, Kangjie Chen, Shudong Zhang, Jie Zhang, Tianwei Zhang
2024	J	`jnl`	An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks. IEEE Trans. Computers Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, Hewu Li
2024	J	`jnl`	An Engorgio Prompt Makes Large Language Model Babble on. CoRR Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Han Qiu, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu
2024	J	`jnl`	An LLM-enhanced Multi-objective Evolutionary Search for Autonomous Driving Test Scenario Generation. CoRR Haoxiang Tian, Xingshuo Han, Guoquan Wu, Yuan Zhou, Shuo Li, Jun Wei, Dan Ye, Wei Wang, Tianwei Zhang
2024	A*	`conf`	AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA. ICML Weitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang, Tianyi Wei, Guanlin Li, Tianwei Zhang, Weiming Zhang, Nenghai Yu
2024	J	`jnl`	AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA. CoRR Weitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang, Tianyi Wei, Guanlin Li, Tianwei Zhang, Weiming Zhang, Nenghai Yu
2024	A	`conf`	AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. ICS Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang
2024	J	`jnl`	Backdoor Attacks against Image-to-Image Networks. CoRR Wenbo Jiang, Hongwei Li, Jiaming He, Rui Zhang, Guowen Xu, Tianwei Zhang, Rongxing Lu
2024	—	`conf`	Backdoor Attacks with Input-Unique Triggers in NLP. ECML/PKDD (1) Xukun Zhou, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Muqiao Yang, Jun He
2024	A*	`conf`	Backdooring Multimodal Learning. SP Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, Tianwei Zhang
2024	A*	`conf`	BadEdit: Backdooring Large Language Models by Model Editing. ICLR Yanzhou Li, Tianlin Li, Kangjie Chen, Jian Zhang, Shangqing Liu, Wenhan Wang, Tianwei Zhang, Yang Liu
2024	J	`jnl`	BadEdit: Backdooring large language models by model editing. CoRR Yanzhou Li, Tianlin Li, Kangjie Chen, Jian Zhang, Shangqing Liu, Wenhan Wang, Tianwei Zhang, Yang Liu
2024	J	`jnl`	BadSFL: Backdoor Attack against Scaffold Federated Learning. CoRR Xingshuo Han, Xuanye Zhang, Xiang Lan, Haozhao Wang, Shengmin Xu, Shen Ren, Jason Zeng, Ming Wu, Michael Heinrich, Tianwei Zhang
2024	A*	`conf`	Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation. NeurIPS Hangcheng Liu, Zhenhu Wu, Hao Wang, Xingshuo Han, Shangwei Guo, Tao Xiang, Tianwei Zhang
2024	J	`jnl`	Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models. IEEE Trans. Inf. Forensics Secur. Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam
2024	A*	`conf`	COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation. NeurIPS Ziyuan Zhang, Han Qiu, Maosen Zhang, Jun Liu, Bin Chen, Tianwei Zhang, Hewu Li
2024	J	`jnl`	COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation. CoRR Ziyuan Zhang, Han Qiu, Maosen Zhang, Jun Liu, Bin Chen, Tianwei Zhang, Hewu Li
2024	J	`jnl`	CamLoPA: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis. CoRR Xiang Zhang, Jie Zhang, Zehua Ma, Jinyang Huang, Meng Li, Huan Yan, Peng Zhao, Zijian Zhang, Qing Guo, Tianwei Zhang, Bin Liu, Nenghai Yu
2024	A	`conf`	CapsuleFormer: A Capsule and Transformer combined model for Decentralized Application encrypted traffic classification. AsiaCCS Xiang Zhou, Xi Xiao, Qing Li, Bin Zhang, Guangwu Hu, Xiapu Luo, Tianwei Zhang
2024	Misc	`conf`	Characterization of Large Language Model Development in the Datacenter. NSDI Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang
2024	J	`jnl`	Characterization of Large Language Model Development in the Datacenter. CoRR Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang
2024	J	`jnl`	Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models. IEEE Trans. Inf. Forensics Secur. Zhirui Zeng, Tao Xiang, Shangwei Guo, Jialing He, Qiao Zhang, Guowen Xu, Tianwei Zhang
2024	—	`conf`	Course-Correction: Safety Alignment Using Synthetic Preferences. EMNLP (Industry Track) Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang, Wei Xu, Han Qiu
2024	J	`jnl`	Course-Correction: Safety Alignment Using Synthetic Preferences. CoRR Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Yan Liu, Tianwei Zhang, Wei Xu, Han Qiu
2024	J	`jnl`	Deep Learning Workload Scheduling in GPU Datacenters: A Survey. ACM Comput. Surv. Zhisheng Ye, Wei Gao, Qinghao Hu, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
2024	A*	`conf`	Detecting Voice Cloning Attacks via Timbre Watermarking. NDSS Chang Liu, Jie Zhang, Tianwei Zhang, Xi Yang, Weiming Zhang, Nenghai Yu
2024	J	`jnl`	Differentially Private Federated Learning With an Adaptive Noise Mechanism. IEEE Trans. Inf. Forensics Secur. Rui Xue, Kaiping Xue, Bin Zhu, Xinyi Luo, Tianwei Zhang, Qibin Sun, Jun Lu
2024	J	`jnl`	Digger: Detecting Copyright Content Mis-usage in Large Language Model Training. CoRR Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang
2024	J	`jnl`	Disco4D: Disentangled 4D Human Generation and Animation from a Single Image. CoRR Hui En Pang, Shuai Liu, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu
2024	J	`jnl`	ESB-FL: Efficient and Secure Blockchain-Based Federated Learning With Fair Payment. IEEE Trans. Big Data Biwen Chen, Honghong Zeng, Tao Xiang, Shangwei Guo, Tianwei Zhang, Yang Liu
2024	J	`jnl`	Efficient Training of Large Language Models on Distributed Infrastructures: A Survey. CoRR Jiangfei Duan, Shuo Zhang, Zerui Wang, Lijuan Jiang, Wenwen Qu, Qinghao Hu, Guoteng Wang, Qizhen Weng, Hang Yan, Xingcheng Zhang, Xipeng Qiu, Dahua Lin, Yonggang Wen, Xin Jin, Tianwei Zhang, Peng Sun
2024	A*	`conf`	EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second. ACM Multimedia Hao Wang, Shangwei Guo, Jialing He, Kangjie Chen, Shudong Zhang, Tianwei Zhang, Tao Xiang
2024	J	`jnl`	FaceTracer: Unveiling Source Identities from Swapped Face Images and Videos for Fraud Prevention. CoRR Zhongyi Zhang, Jie Zhang, Wenbo Zhou, Xinghui Zhou, Qing Guo, Weiming Zhang, Tianwei Zhang, Nenghai Yu
2024	A*	`conf`	FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation. ICLR Haozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li, Tianwei Zhang
2024	A*	`conf`	FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices. WWW Haozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang
2024	A*	`conf`	FedNLR: Federated Learning with Neuron-wise Learning Rates. KDD Haozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu, Ruixuan Li, Tianwei Zhang
2024	A	`conf`	Fingerprinting Image-to-Image Generative Adversarial Networks. EuroS&P Guanlin Li, Guowen Xu, Han Qiu, Shangwei Guo, Run Wang, Jiwei Li, Tianwei Zhang, Rongxing Lu
2024	J	`jnl`	Fluent: Round-efficient Secure Aggregation for Private Federated Learning. CoRR Xincheng Li, Jianting Ning, Geong Sen Poh, Leo Yu Zhang, Xinchun Yin, Tianwei Zhang
2024	J	`jnl`	Function Interaction Risks in Robot Apps: Analysis and Policy-Based Solution. IEEE Trans. Dependable Secur. Comput. Yuan Xu, Yungang Bao, Sa Wang, Tianwei Zhang
2024	A*	`conf`	GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models. CCS Kunsheng Tang, Wenbo Zhou, Jie Zhang, Aishan Liu, Gelei Deng, Shuai Li, Peigui Qi, Weiming Zhang, Tianwei Zhang, Nenghai Yu
2024	J	`jnl`	GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models. CoRR Kunsheng Tang, Wenbo Zhou, Jie Zhang, Aishan Liu, Gelei Deng, Shuai Li, Peigui Qi, Weiming Zhang, Tianwei Zhang, Nenghai Yu
2024	J	`jnl`	Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation. CoRR Yi Liu, Guowei Yang, Gelei Deng, Feiyue Chen, Yuqi Chen, Ling Shi, Tianwei Zhang, Yang Liu
2024	J	`jnl`	Image-Based Geolocation Using Large Vision-Language Models. CoRR Yi Liu, Junchen Ding, Gelei Deng, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge, Yang Liu
2024	A*	`conf`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. ICRA Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Incremental Learning, Incremental Backdoor Threats. IEEE Trans. Dependable Secur. Comput. Wenbo Jiang, Tianwei Zhang, Han Qiu, Hongwei Li, Guowen Xu
2024	J	`jnl`	InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding. CoRR Qiaoling Chen, Diandian Gu, Guoteng Wang, Xun Chen, Yingtong Xiong, Ting Huang, Qinghao Hu, Xin Jin, Yonggang Wen, Tianwei Zhang, Peng Sun
2024	A*	`conf`	Laser Shield: a Physical Defense with Polarizer against Laser Attacks on Autonomous Driving Systems. DAC Qingjie Zhang, Lijun Chi, Di Wang, Mounira Msahli, Gérard Memmi, Tianwei Zhang, Chao Zhang, Han Qiu
2024	B	`conf`	Lins: Reducing Communication Overhead of ZeRO for Efficient LLM Training. IWQoS Qiaoling Chen, Qinghao Hu, Guoteng Wang, Yingtong Xiong, Ting Huang, Xun Chen, Yang Gao, Hang Yan, Yonggang Wen, Tianwei Zhang, Peng Sun
2024	J	`jnl`	LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism. CoRR Diandian Gu, Peng Sun, Qinghao Hu, Ting Huang, Xun Chen, Yingtong Xiong, Guoteng Wang, Qiaoling Chen, Shangchun Zhao, Jiarui Fang, Yonggang Wen, Tianwei Zhang, Xin Jin, Xuanzhe Liu
2024	A*	`conf`	MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots. NDSS Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu
2024	J	`jnl`	Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped Locomotion. CoRR Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See
2024	J	`jnl`	Model X-ray: Detect Backdoored Models via Decision Boundary. CoRR Yanghao Su, Jie Zhang, Ting Xu, Tianwei Zhang, Weiming Zhang, Nenghai Yu
2024	J	`jnl`	Oedipus: LLM-enchanced Reasoning CAPTCHA Solver. CoRR Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu
2024	A	`conf`	Off-dynamics Conditional Diffusion Planners. IROS Wen Zheng Terence Ng, Jianda Chen, Tianwei Zhang
2024	J	`jnl`	Off-dynamics Conditional Diffusion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Tianwei Zhang
2024	J	`jnl`	PRIME: Protect Your Videos From Malicious Editing. CoRR Guanlin Li, Shuai Yang, Jie Zhang, Tianwei Zhang
2024	J	`jnl`	Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning. CoRR Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu
2024	A*	`conf`	PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing. USENIX Security Symposium Gelei Deng, Yi Liu, Víctor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Martin Pinzger, Stefan Rass, Tianwei Zhang, Yang Liu
2024	A*	`conf`	PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. CCS Yuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu, Tianwei Zhang
2024	A*	`conf`	Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. INFOCOM Xinyuan Qian, Hongwei Li, Guowen Xu, Haoyong Wang, Tianwei Zhang, Xianhao Chen, Yuguang Fang
2024	A	`conf`	Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. DSN Xiaoxuan Lou, Kangjie Chen, Guowen Xu, Han Qiu, Shangwei Guo, Tianwei Zhang
2024	A*	`conf`	Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation. ICML Boheng Li, Yishuo Cai, Jisong Cai, Yiming Li, Han Qiu, Run Wang, Tianwei Zhang
2024	J	`jnl`	Reinforcement Learning Enhanced LLMs: A Survey. CoRR Shuhe Wang, Shengyu Zhang, Jie Zhang, Runyi Hu, Xiaoya Li, Tianwei Zhang, Jiwei Li, Fei Wu, Guoyin Wang, Eduard H. Hovy
2024	—	`conf`	Robust-Wide: Robust Watermarking Against Instruction-Driven Image Editing. ECCV (22) Runyi Hu, Jie Zhang, Ting Xu, Jiwei Li, Tianwei Zhang
2024	J	`jnl`	Robust-Wide: Robust Watermarking against Instruction-driven Image Editing. CoRR Runyi Hu, Jie Zhang, Ting Xu, Tianwei Zhang, Jiwei Li
2024	A*	`conf`	SAME: Sample Reconstruction against Model Extraction Attacks. AAAI Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen
2024	J	`jnl`	SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. IEEE Trans. Dependable Secur. Comput. Guowen Xu, Xingshuo Han, Tianwei Zhang, Shengmin Xu, Jianting Ning, Xinyi Huang, Hongwei Li, Robert H. Deng
2024	J	`jnl`	Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models. CoRR Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua
2024	A*	`conf`	Scalable Zero-knowledge Proofs for Non-linear Functions in Machine Learning. USENIX Security Symposium Meng Hao, Hanxiao Chen, Hongwei Li, Chenkai Weng, Yuan Zhang, Haomiao Yang, Tianwei Zhang
2024	J	`jnl`	SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments. CoRR Yue Cao, Yun Xing, Jie Zhang, Di Lin, Tianwei Zhang, Ivor W. Tsang, Yang Liu, Qing Guo
2024	J	`jnl`	SecBNN: Efficient Secure Inference on Binary Neural Networks. IEEE Trans. Inf. Forensics Secur. Hanxiao Chen, Hongwei Li, Meng Hao, Jia Hu, Guowen Xu, Xilin Zhang, Tianwei Zhang
2024	J	`jnl`	Security Matrix for Multimodal Agents on Mobile Devices: A Systematic and Proof of Concept Study. CoRR Yulong Yang, Xinshan Yang, Shuaidong Li, Chenhao Lin, Zhengyu Zhao, Chao Shen, Tianwei Zhang
2024	A*	`conf`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. NeurIPS Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. CoRR Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution. CoRR Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang
2024	J	`jnl`	TAPI: Towards Target-Specific and Adversarial Prompt Injection against Code LLMs. CoRR Yuchen Yang, Hongwei Yao, Bingrun Yang, Yiling He, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren
2024	—	`conf`	TPU as Cryptographic Accelerator. HASP@MICRO Rabimba Karanjai, Sangwon Shin, Wujie Xiong, Xinxin Fan, Lin Chen, Tianwei Zhang, Taeweon Suh, Weidong Shi, Veronika Kuchta, Francesco Sica, Lei Xu
2024	—	`conf`	The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. ACL (1) Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu
2024	A	`conf`	TorchGT: A Holistic System for Large-Scale Graph Transformer Training. SC Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang
2024	J	`jnl`	TorchGT: A Holistic System for Large-scale Graph Transformer Training. CoRR Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang
2024	J	`jnl`	Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models. CoRR Boheng Li, Yanhao Wei, Yankai Fu, Zhenting Wang, Yiming Li, Jie Zhang, Run Wang, Tianwei Zhang
2024	J	`jnl`	TransTroj: Transferable Backdoor Attacks to Pre-trained Models via Embedding Indistinguishability. CoRR Hao Wang, Tao Xiang, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang
2024	A*	`conf`	Unbalanced Circuit-PSI from Oblivious Key-Value Retrieval. USENIX Security Symposium Meng Hao, Weiran Liu, Liqiang Peng, Hongwei Li, Cong Zhang, Hanxiao Chen, Tianwei Zhang
2024	J	`jnl`	Understanding the Dark Side of LLMs' Intrinsic Self-Correction. CoRR Qingjie Zhang, Han Qiu, Di Wang, Haoting Qian, Yiming Li, Tianwei Zhang, Minlie Huang
2024	B	`conf`	UniGuard: A Unified Hardware-oriented Threat Detector for FPGA-based AI Accelerators. FPL Xiaobei Yan, Han Qiu, Tianwei Zhang
2024	J	`jnl`	UniSched: A Unified Scheduler for Deep Learning Training Jobs With Different User Demands. IEEE Trans. Computers Wei Gao, Zhisheng Ye, Peng Sun, Tianwei Zhang, Yonggang Wen
2024	J	`jnl`	VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. IEEE Trans. Dependable Secur. Comput. Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li
2024	A*	`conf`	VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. CCS Xingshuo Han, Haozhao Wang, Kangqiao Zhao, Gelei Deng, Yuan Xu, Hangcheng Liu, Han Qiu, Tianwei Zhang
2024	A*	`conf`	Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. EMNLP Rongwu Xu, Zi'an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu
2024	J	`jnl`	Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. CoRR Rongwu Xu, Zi'an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu
2024	A	`conf`	Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. ICS Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang
2024	A*	`conf`	You Only Query Once: An Efficient Label-Only Membership Inference Attack. ICLR Yutong Wu, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
2023	J	`jnl`	A Unified Hardware-based Threat Detector for AI Accelerators. CoRR Xiaobei Yan, Han Qiu, Tianwei Zhang
2023	J	`jnl`	A survey on cybersecurity attacks and defenses for unmanned aerial systems. J. Syst. Archit. Zhaoxuan Wang, Yang Li, Shihao Wu, Yuan Zhou, Libin Yang, Yuan Xu, Tianwei Zhang, Quan Pan
2023	J	`jnl`	ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu, Meikang Qiu, Yang Liu, Tianwei Zhang
2023	J	`jnl`	AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning. CoRR Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang
2023	A*	`conf`	ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems. ICDM Qingjie Zhang, Maosen Zhang, Han Qiu, Tianwei Zhang, Mounira Msahli, Gérard Memmi
2023	J	`jnl`	Adversarial Training Over Long-Tailed Distribution. CoRR Guanlin Li, Guowen Xu, Tianwei Zhang
2023	A*	`conf`	Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. USENIX Security Symposium Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
2023	J	`jnl`	Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. CoRR Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
2023	J	`jnl`	Automatic Transformation Search Against Deep Leakage From Gradients. IEEE Trans. Pattern Anal. Mach. Intell. Wei Gao, Xu Zhang, Shangwei Guo, Tianwei Zhang, Tao Xiang, Han Qiu, Yonggang Wen, Yang Liu
2023	J	`jnl`	Backdoor Attacks with Input-unique Triggers in NLP. CoRR Xukun Zhou, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Muqiao Yang, Jun He
2023	J	`jnl`	Backdooring Textual Inversion for Concept Censorship. CoRR Yutong Wu, Jie Zhang, Florian Kerschbaum, Tianwei Zhang
2023	J	`jnl`	Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models. CoRR Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam
2023	J	`jnl`	Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication. CoRR Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang
2023	J	`jnl`	Can We Mitigate Backdoor Attack Using Adversarial Detection Methods? IEEE Trans. Dependable Secur. Comput. Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu
2023	J	`jnl`	Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking. CoRR Weitao Feng, Jiyan He, Jie Zhang, Tianwei Zhang, Wenbo Zhou, Weiming Zhang, Nenghai Yu
2023	A*	`conf`	Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. ICLR Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang
2023	A*	`conf`	Color Backdoor: A Robust Poisoning Attack in Color Space. CVPR Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang
2023	A*	`conf`	Computation and Data Efficient Backdoor Attacks. ICCV Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang
2023	J	`jnl`	Cooperative collision avoidance in multirobot systems using fuzzy rules and velocity obstacles. Robotica Wenbing Tang, Yuan Zhou, Tianwei Zhang, Yang Liu, Jing Liu, Zuohua Ding
2023	A*	`conf`	Deep Multitask Learning with Progressive Parameter Sharing. ICCV Haosen Shi, Shen Ren, Tianwei Zhang, Sinno Jialin Pan
2023	J	`jnl`	DefQ: Defensive Quantization Against Inference Slow-Down Attack for Edge Computing. IEEE Internet Things J. Han Qiu, Tianwei Zhang, Tianzhu Zhang, Hongyu Li, Meikang Qiu
2023	A*	`conf`	Defending against Backdoor Attacks in Natural Language Generation. AAAI Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang
2023	J	`jnl`	Defense against ML-based Power Side-channel Attacks on DNN Accelerators with Adversarial Attacks. CoRR Xiaobei Yan, Chip-Hong Chang, Tianwei Zhang
2023	J	`jnl`	Detecting Voice Cloning Attacks via Timbre Watermarking. CoRR Chang Liu, Jie Zhang, Tianwei Zhang, Xi Yang, Weiming Zhang, Nenghai Yu
2023	J	`jnl`	Double-Flow-based Steganography without Embedding for Image-to-Image Hiding. CoRR Bingbing Song, Derui Wang, Tianwei Zhang, Renyang Liu, Yu Lin, Wei Zhou
2023	J	`jnl`	Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding. CoRR Hangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang, Xiaofeng Liao
2023	J	`jnl`	Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding. IEEE Trans. Inf. Forensics Secur. Hangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang, Xiaofeng Liao
2023	J	`jnl`	Extracting Cloud-based Model with Prior Knowledge. CoRR Shiqian Zhao, Kangjie Chen, Meng Hao, Jian Zhang, Guowen Xu, Hongwei Li, Tianwei Zhang
2023	A*	`conf`	Extracting Robust Models with Uncertain Examples. ICLR Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang
2023	J	`jnl`	FastSecNet: An Efficient Cryptographic Framework for Private Neural Network Inference. IEEE Trans. Inf. Forensics Secur. Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Tianwei Zhang
2023	—	`conf`	GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. ACL (Findings) Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang
2023	J	`jnl`	GPT-NER: Named Entity Recognition via Large Language Models. CoRR Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang
2023	A*	`conf`	GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. ICML Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang
2023	J	`jnl`	Hercules: Boosting the Performance of Privacy-Preserving Federated Learning. IEEE Trans. Dependable Secur. Comput. Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng
2023	A*	`conf`	Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. OSDI Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang
2023	J	`jnl`	Instruction Tuning for Large Language Models: A Survey. CoRR Shengyu Zhang, Linfeng Dong, Xiaoya Li, Sen Zhang, Xiaofei Sun, Shuhe Wang, Jiwei Li, Runyi Hu, Tianwei Zhang, Fei Wu, Guoyin Wang
2023	J	`jnl`	Jailbreaker: Automated Jailbreak Across Multiple Large Language Model Chatbots. CoRR Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu
2023	J	`jnl`	Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study. CoRR Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu
2023	—	`conf`	Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. ASPLOS (2) Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang
2023	—	`conf`	MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. ICFPT Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
2023	J	`jnl`	Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. CoRR Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
2023	A*	`conf`	Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. INFOCOM Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
2023	—	`conf`	Multi-target Backdoor Attacks for Code Pre-trained Models. ACL (1) Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu
2023	J	`jnl`	Multi-target Backdoor Attacks for Code Pre-trained Models. CoRR Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu
2023	A*	`conf`	NAUTILUS: Automated RESTful API Vulnerability Detection. USENIX Security Symposium Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang
2023	J	`jnl`	Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets. CoRR Guanlin Li, Kangjie Chen, Yuan Xu, Han Qiu, Tianwei Zhang
2023	A*	`conf`	One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. ICCV Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
2023	J	`jnl`	One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. CoRR Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
2023	J	`jnl`	PentestGPT: An LLM-empowered Automatic Penetration Testing Tool. CoRR Gelei Deng, Yi Liu, Victor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass
2023	J	`jnl`	Physical Black-Box Adversarial Attacks Through Transformations. IEEE Trans. Big Data Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu
2023	—	`conf`	PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. BigDataSecurity/HPSC/IDS Hao Ren, Guowen Xu, Han Qiu, Tianwei Zhang
2023	J	`jnl`	PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees. IEEE Trans. Inf. Forensics Secur. Hanxiao Chen, Hongwei Li, Yingzhe Wang, Meng Hao, Guowen Xu, Tianwei Zhang
2023	J	`jnl`	Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption. IEEE Trans. Inf. Forensics Secur. Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
2023	J	`jnl`	Prompt Injection attack against LLM-integrated Applications. CoRR Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu
2023	J	`jnl`	Pushing the Limits of ChatGPT on NLP Tasks. CoRR Xiaofei Sun, Linfeng Dong, Xiaoya Li, Zhen Wan, Shuhe Wang, Tianwei Zhang, Jiwei Li, Fei Cheng, Lingjuan Lyu, Fei Wu, Guoyin Wang
2023	J	`jnl`	Rethinking Adversarial Training with Neural Tangent Kernel. CoRR Guanlin Li, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
2023	J	`jnl`	SAME: Sample Reconstruction against Model Extraction Attacks. CoRR Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen
2023	J	`jnl`	Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. IEEE Trans. Intell. Transp. Syst. Jianfei Sun, Guowen Xu, Tianwei Zhang, Xiaochun Cheng, Xingshuo Han, MingJian Tang
2023	J	`jnl`	Secure Decentralized Image Classification With Multiparty Homomorphic Encryption. IEEE Trans. Circuits Syst. Video Technol. Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
2023	J	`jnl`	Sentiment Analysis through LLM Negotiations. CoRR Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tianwei Zhang, Guoyin Wang
2023	J	`jnl`	Share Your Data Carefree: An Efficient, Scalable and Privacy-Preserving Data Sharing Service in Cloud Computing. IEEE Trans. Cloud Comput. Jianfei Sun, Guowen Xu, Tianwei Zhang, Hu Xiong, Hongwei Li, Robert H. Deng
2023	J	`jnl`	Singular Regularization with Information Bottleneck Improves Model's Adversarial Robustness. CoRR Guanlin Li, Naishan Zheng, Man Zhou, Jie Zhang, Tianwei Zhang
2023	J	`jnl`	Smaller Is Bigger: Rethinking the Embedding Rate of Deep Hiding. CoRR Han Li, Hangcheng Liu, Shangwei Guo, Mingliang Zhou, Ning Wang, Tao Xiang, Tianwei Zhang
2023	A	`conf`	SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. EuroS&P Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang
2023	J	`jnl`	TPU as Cryptographic Accelerator. CoRR Rabimba Karanjai, Sangwon Shin, Xinxin Fan, Lin Chen, Tianwei Zhang, Taeweon Suh, Weidong Shi, Lei Xu
2023	—	`conf`	Text Classification via Large Language Models. EMNLP (Findings) Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
2023	J	`jnl`	Text Classification via Large Language Models. CoRR Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
2023	J	`jnl`	The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. CoRR Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu
2023	A*	`conf`	Towards Robust and Expressive Whole-body Human Pose and Shape Estimation. NeurIPS Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu
2023	J	`jnl`	Towards Robust and Expressive Whole-body Human Pose and Shape Estimation. CoRR Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu
2023	J	`jnl`	Towards the Vulnerability of Watermarking Artificial Intelligence Generated Content. CoRR Guanlin Li, Yifei Chen, Jie Zhang, Jiwei Li, Shangwei Guo, Tianwei Zhang
2023	J	`jnl`	Unbalanced Circuit-PSI from Oblivious Key-Value Retrieval. IACR Cryptol. ePrint Arch. Meng Hao, Weiran Liu, Liqiang Peng, Hongwei Li, Cong Zhang, Hanxiao Chen, Tianwei Zhang
2023	J	`jnl`	Verifiable, Fair and Privacy-Preserving Broadcast Authorization for Flexible Data Sharing in Clouds. IEEE Trans. Inf. Forensics Secur. Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
2022	J	`jnl`	A Benchmark of Long-tailed Instance Segmentation with Noisy Labels (Short Version). CoRR Guanlin Li, Guowen Xu, Tianwei Zhang
2022	C	`conf`	A Formal Methodology for Verifying Side-Channel Vulnerabilities in Cache Architectures. ICFEM Ke Jiang, Tianwei Zhang, David Sanán, Yongwang Zhao, Yang Liu
2022	J	`jnl`	A Practical Fog-Based Privacy-Preserving Online Car-Hailing Service System. IEEE Trans. Inf. Forensics Secur. Jianfei Sun, Guowen Xu, Tianwei Zhang, Mamoun Alazab, Robert H. Deng
2022	J	`jnl`	A Survey of Microarchitectural Side-channel Vulnerabilities, Attacks, and Defenses in Cryptography. ACM Comput. Surv. Xiaoxuan Lou, Tianwei Zhang, Jun Jiang, Yinqian Zhang
2022	J	`jnl`	Alleviating Robust Overfitting of Adversarial Training With Consistency Regularization. CoRR Shudong Zhang, Haichang Gao, Tianwei Zhang, Yunyi Zhou, Zihui Wu
2022	J	`jnl`	Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters. IEEE Trans. Parallel Distributed Syst. Zhisheng Ye, Peng Sun, Wei Gao, Tianwei Zhang, Xiaolin Wang, Shengen Yan, Yingwei Luo
2022	A*	`conf`	BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
2022	A*	`conf`	Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms. NeurIPS Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu
2022	J	`jnl`	Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms. CoRR Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu
2022	J	`jnl`	Byzantine-Resilient Decentralized Stochastic Gradient Descent. IEEE Trans. Circuits Syst. Video Technol. Shangwei Guo, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu
2022	A*	`conf`	Cache Refinement Type for Side-Channel Detection of Cryptographic Software. CCS Ke Jiang, Yuyan Bao, Shuai Wang, Zhibo Liu, Tianwei Zhang
2022	J	`jnl`	Cache Refinement Type for Side-Channel Detection of Cryptographic Software. CoRR Ke Jiang, Yuyan Bao, Shuai Wang, Zhibo Liu, Tianwei Zhang
2022	J	`jnl`	Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. CoRR Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang
2022	J	`jnl`	Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. CoRR Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
2022	J	`jnl`	Efficiency Boosting of Secure Cross-platform Recommender Systems over Sparse Data. CoRR Hao Ren, Guowen Xu, Tianwei Zhang, Jianting Ning, Xinyi Huang, Hongwei Li, Rongxing Lu
2022	—	`conf`	Fast Nearest Neighbor Machine Translation. ACL (Findings) Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
2022	A*	`conf`	GNN-LM: Language Modeling based on Global Contexts via GNN. ICLR Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
2022	J	`jnl`	GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. CoRR Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang
2022	J	`jnl`	Hercules: Boosting the Performance of Privacy-preserving Federated Learning. CoRR Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng
2022	—	`conf`	Improving Adversarial Robustness of 3D Point Cloud Classification Models. ECCV (4) Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang
2022	J	`jnl`	Introduction to the Special Section on Energy-efficient and Secure Computing for Artificial Intelligence and Beyond. ACM Trans. Sens. Networks Meikang Qiu, Ke Xu, Cheng Zhang, Tianwei Zhang
2022	A*	`conf`	Iron: Private Inference on Transformers. NeurIPS Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Guowen Xu, Tianwei Zhang
2022	—	`ed.`	Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part I KSEM (1) Gérard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu
2022	—	`ed.`	Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part II KSEM (2) Gérard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu
2022	—	`ed.`	Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part III KSEM (3) Gérard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu
2022	J	`jnl`	Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. CoRR Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
2022	A*	`conf`	NASPY: Automated Extraction of Automated Machine Learning Models. ICLR Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Yaoxin Wu, Tianwei Zhang
2022	J	`jnl`	New Secure Sparse Inner Product with Applications to Machine Learning. CoRR Guowen Xu, Shengmin Xu, Jianting Ning, Tianwei Zhang, Xinyi Huang, Hongwei Li, Rongxing Lu
2022	A*	`conf`	On the (In)Security of Secure ROS2. CCS Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu
2022	J	`jnl`	Online adaptation for autonomous unmanned systems driven by requirements satisfaction model. Softw. Syst. Model. Yixing Luo, Yuan Zhou, Haiyan Zhao, Zhi Jin, Tianwei Zhang, Yang Liu, Danny Barthaud, Yijun Yu
2022	J	`jnl`	Ownership Verification of DNN Architectures via Hardware Cache Side Channels. IEEE Trans. Circuits Syst. Video Technol. Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Tianwei Zhang
2022	A*	`conf`	Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. ACM Multimedia Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang
2022	—	`conf`	Primo: Practical Learning-Augmented Systems with Interpretable Models. USENIX ATC Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang
2022	J	`jnl`	Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. CoRR Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
2022	J	`jnl`	SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. CoRR Guowen Xu, Xingshuo Han, Tianwei Zhang, Hongwei Li, Robert H. Deng
2022	J	`jnl`	Saving the Limping: Fault-tolerant Quadruped Locomotion via Reinforcement Learning. CoRR Dikai Liu, Tianwei Zhang, Jianxiong Yin, Simon See
2022	J	`jnl`	Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
2022	J	`jnl`	ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks. CoRR Xiaoxuan Lou, Guowen Xu, Kangjie Chen, Guanlin Li, Jiwei Li, Tianwei Zhang
2022	J	`jnl`	SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. CoRR Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang
2022	C	`conf`	Tear Up the Bubble Boom: Lessons Learned From a Deep Learning Research and Development Cluster. ICCD Zehua Yang, Zhisheng Ye, Tianhao Fu, Jing Luo, Xiong Wei, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Tianwei Zhang
2022	A*	`conf`	Text's Armor: Optimized Local Adversarial Perturbation Against Scene Text Editing Attacks. ACM Multimedia Tao Xiang, Hangcheng Liu, Shangwei Guo, Hantao Liu, Tianwei Zhang
2022	J	`jnl`	Threats to Pre-trained Language Models: Survey and Taxonomy. CoRR Shangwei Guo, Chunlong Xie, Jiwei Li, Lingjuan Lyu, Tianwei Zhang
2022	—	`conf`	Titan: a scheduler for foundation model fine-tuning workloads. SoCC Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang
2022	J	`jnl`	Topology-Aware Differential Privacy for Decentralized Image Classification. IEEE Trans. Circuits Syst. Video Technol. Shangwei Guo, Tianwei Zhang, Guowen Xu, Han Yu, Tao Xiang, Yang Liu
2022	—	`conf`	Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
2022	J	`jnl`	VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. CoRR Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li
2022	—	`conf`	Watermarking Pre-trained Encoders in Contrastive Learning. ICDIS Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei Li, Meikang Qiu
2022	J	`jnl`	Watermarking Pre-trained Encoders in Contrastive Learning. CoRR Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei Li, Meikang Qiu
2022	J	`jnl`	kNN-NER: Named Entity Recognition with Nearest Neighbor Search. CoRR Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang
2021	J	`jnl`	A General Framework for Defending Against Backdoor Attacks via Influence Graph. CoRR Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan
2021	J	`jnl`	A Stealthy and Robust Fingerprinting Scheme for Generative Models. CoRR Guanlin Li, Shangwei Guo, Run Wang, Guowen Xu, Tianwei Zhang
2021	J	`jnl`	A Survey of Microarchitectural Side-channel Vulnerabilities, Attacks and Defenses in Cryptography. CoRR Xiaoxuan Lou, Tianwei Zhang, Jun Jiang, Yinqian Zhang
2021	—	`conf`	A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems. ISPA/BDCloud/SocialCom/SustainCom Xingshuo Han, Kangjie Chen, Yuan Zhou, Meikang Qiu, Chun Fan, Yang Liu, Tianwei Zhang
2021	J	`jnl`	Adversarial Attacks Against Network Intrusion Detection in IoT Systems. IEEE Internet Things J. Han Qiu, Tian Dong, Tianwei Zhang, Jialiang Lu, Gérard Memmi, Meikang Qiu
2021	A	`conf`	An Investigation of Byzantine Threats in Multi-Robot Systems. RAID Gelei Deng, Yuan Zhou, Yuan Xu, Tianwei Zhang, Yang Liu
2021	A	`conf`	Analysis and Mitigation of Function Interaction Risks in Robot Apps. RAID Yuan Xu, Tianwei Zhang, Yungang Bao
2021	J	`jnl`	Attacking and Protecting Data Privacy in Edge-Cloud Collaborative Inference Systems. IEEE Internet Things J. Zecheng He, Tianwei Zhang, Ruby B. Lee
2021	J	`jnl`	BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. CoRR Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
2021	J	`jnl`	Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters. CoRR Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang
2021	A	`conf`	Characterization and prediction of deep learning workloads in large-scale GPU datacenters. SC Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang
2021	—	`conf`	Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. SoCC Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang
2021	A	`conf`	DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. AsiaCCS Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham
2021	J	`jnl`	Defending against Backdoor Attacks in Natural Language Generation. CoRR Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang
2021	A	`conf`	Efficient, Private and Robust Federated Learning. ACSAC Meng Hao, Hongwei Li, Guowen Xu, Hanxiao Chen, Tianwei Zhang
2021	J	`jnl`	Fast Nearest Neighbor Machine Translation. CoRR Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
2021	J	`jnl`	Faster Nearest Neighbor Machine Translation. CoRR Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong
2021	A*	`conf`	Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models. IJCAI Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
2021	J	`jnl`	Fingerprinting Multi-exit Deep Neural Network Models via Inference Time. CoRR Tian Dong, Han Qiu, Tianwei Zhang, Jiwei Li, Hewu Li, Jialiang Lu
2021	J	`jnl`	GNN-LM: Language Modeling based on Global Contexts via GNN. CoRR Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
2021	J	`jnl`	Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li
2021	—	`conf`	Layer-wise Model Pruning based on Mutual Information. EMNLP (1) Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun
2021	J	`jnl`	Local Black-box Adversarial Attacks: A Query Efficient Approach. CoRR Tao Xiang, Hangcheng Liu, Shangwei Guo, Tianwei Zhang, Xiaofeng Liao
2021	J	`jnl`	Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. CoRR Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li
2021	J	`jnl`	Novel denial-of-service attacks against cloud-based multi-robot systems. Inf. Sci. Yuan Xu, Gelei Deng, Tianwei Zhang, Han Qiu, Yungang Bao
2021	J	`jnl`	PEEL: A Provable Removal Attack on Deep Hiding. CoRR Tao Xiang, Hangcheng Liu, Shangwei Guo, Tianwei Zhang
2021	J	`jnl`	Parameter Estimation for the SEIR Model Using Recurrent Nets. CoRR Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li
2021	—	`conf`	Practical and Scalable Security Verification of Secure Architectures. HASP@MICRO Tianwei Zhang, Jakub Szefer, Ruby B. Lee
2021	A*	`conf`	Privacy-Preserving Collaborative Learning With Automatic Transformation Search. CVPR Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
2021	J	`jnl`	Protecting Your NLG Models with Semantic and Robust Watermarks. CoRR Tao Xiang, Chunlong Xie, Shangwei Guo, Jiwei Li, Tianwei Zhang
2021	J	`jnl`	Risk Analysis and Policy Enforcement of Function Interactions in Robot Apps. CoRR Yuan Xu, Tianwei Zhang, Yungang Bao
2021	J	`jnl`	Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey. CoRR Shangwei Guo, Xu Zhang, Fei Yang, Tianwei Zhang, Yan Gan, Tao Xiang, Yang Liu
2021	J	`jnl`	Sentence Similarity Based on Contexts. CoRR Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
2021	A	`conf`	Stealing Deep Reinforcement Learning Models for Fun and Profit. AsiaCCS Kangjie Chen, Shangwei Guo, Tianwei Zhang, Xiaofei Xie, Yang Liu
2021	A*	`conf`	Systematic Testing of Autonomous Driving Systems Using Map Topology-Based Scenario Classification. ASE Yun Tang, Yuan Zhou, Tianwei Zhang, Fenghua Wu, Yang Liu, Gang Wang
2021	A	`conf`	Temporal Watermarks for Deep Reinforcement Learning Models. AAMAS Kangjie Chen, Shangwei Guo, Tianwei Zhang, Shuxin Li, Yang Liu
2021	J	`jnl`	Toward Secure and Efficient Deep Learning Inference in Dependable IoT Systems. IEEE Internet Things J. Han Qiu, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi, Jialiang Lu
2021	A	`conf`	Towards Practical Cloud Offloading for Low-cost Ground Vehicle Workloads. IPDPS Yuan Xu, Tianwei Zhang, Jimin Han, Sa Wang, Yungang Bao
2021	J	`jnl`	Triggerless Backdoor Attack for NLP Tasks with Clean Labels. CoRR Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan
2021	J	`jnl`	When NAS Meets Watermarking: Ownership Verification of DNN Models via Cache Side Channels. CoRR Xiaoxuan Lou, Shangwei Guo, Tianwei Zhang, Yinqian Zhang, Yang Liu
2021	—	`conf`	kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. EMNLP (1) Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
2021	J	`jnl`	kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. CoRR Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
2020	—	`conf`	A Software Stack for Composable Cloud Robotics System. ICA3PP (2) Yuan Xu, Tianwei Zhang, Sa Wang, Yungang Bao
2020	J	`jnl`	A Unified Framework for Analyzing and Detecting Malicious Examples of DNN Models. CoRR Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu
2020	J	`jnl`	DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. CoRR Yi Zeng, Han Qiu, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham
2020	J	`jnl`	Differentially Private Decentralized Learning. CoRR Shangwei Guo, Tianwei Zhang, Tao Xiang, Yang Liu
2020	J	`jnl`	FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques. CoRR Han Qiu, Yi Zeng, Tianwei Zhang, Yong Jiang, Meikang Qiu
2020	J	`jnl`	Generating Adversarial Examples withControllable Non-transferability. CoRR Renzhi Wang, Tianwei Zhang, Xiaofei Xie, Lei Ma, Cong Tian, Felix Juefei-Xu, Yang Liu
2020	J	`jnl`	Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques. CoRR Han Qiu, Yi Zeng, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi
2020	—	`conf`	Position Paper: Consider Hardware-enhanced Defenses for Rootkit Attacks. HASP@MICRO Guangyuan Hu, Tianwei Zhang, Ruby B. Lee
2020	J	`jnl`	Privacy-preserving Collaborative Learning with Automatic Transformation Search. CoRR Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
2020	—	`conf`	Resisting Adversarial Examples via Wavelet Extension and Denoising. SmartCom Qinkai Zheng, Han Qiu, Tianwei Zhang, Gérard Memmi, Meikang Qiu, Jialiang Lu
2020	J	`jnl`	Stealing Deep Reinforcement Learning Models for Fun and Profit. CoRR Kangjie Chen, Tianwei Zhang, Xiaofei Xie, Yang Liu
2020	A*	`conf`	Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning. AAAI Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu
2020	J	`jnl`	Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning. CoRR Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu
2020	J	`jnl`	The Hidden Vulnerability of Watermarking for Deep Neural Networks. CoRR Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
2019	A	`conf`	Model inversion attacks against collaborative inference. ACSAC Zecheng He, Tianwei Zhang, Ruby B. Lee
2019	J	`jnl`	Revisiting and Evaluating Software Side-channel Vulnerabilities and Countermeasures in Cryptographic Applications. CoRR Tianwei Zhang, Jun Jiang, Yinqian Zhang
2019	A*	`conf`	Sensitive-Sample Fingerprinting of Deep Neural Networks. CVPR Zecheng He, Tianwei Zhang, Ruby B. Lee
2018	A	`conf`	Analyzing Cache Side Channels Using Deep Neural Networks. ACSAC Tianwei Zhang, Yinqian Zhang, Ruby B. Lee
2018	J	`jnl`	Design, Implementation and Verification of Cloud Architecture for Monitoring a Virtual Machine's Security Health. IEEE Trans. Computers Tianwei Zhang, Ruby B. Lee
2018	J	`jnl`	IcoRating: A Deep-Learning System for Scam ICO Identification. CoRR Shuqing Bian, Zhenpeng Deng, Fei Li, Will Monroe, Peng Shi, Zijun Sun, Wei Wu, Sikuang Wang, William Yang Wang, Arianna Yuan, Tianwei Zhang, Jiwei Li
2018	J	`jnl`	Practical and Scalable Security Verification of Secure Architectures. CoRR Jakub Szefer, Tianwei Zhang, Ruby B. Lee
2018	J	`jnl`	Privacy-preserving Machine Learning through Data Obfuscation. CoRR Tianwei Zhang, Zecheng He, Ruby B. Lee
2018	J	`jnl`	VerIDeep: Verifying Integrity of Deep Neural Networks through Sensitive-Sample Fingerprinting. CoRR Zecheng He, Tianwei Zhang, Ruby B. Lee
2017	C	`conf`	CloudShelter: Protecting Virtual Machines' Memory Resource Availability in Clouds. ICCD Tianwei Zhang, Yuan Xu, Yungang Bao, Ruby B. Lee
2017	A	`conf`	DoS Attacks on Your Memory in Cloud. AsiaCCS Tianwei Zhang, Yinqian Zhang, Ruby B. Lee
2017	—	`conf`	Host-Based Dos Attacks and Defense in the Cloud. HASP@ISCA Tianwei Zhang, Ruby B. Lee
2017	—	`conf`	Machine Learning Based DDoS Attack Detection from Source Side in Cloud. CSCloud Zecheng He, Tianwei Zhang, Ruby B. Lee
2016	A	`conf`	CloudRadar: A Real-Time Side-Channel Attack Detection System in Clouds. RAID Tianwei Zhang, Yinqian Zhang, Ruby B. Lee
2016	J	`jnl`	Memory DoS Attacks in Multi-tenant Clouds: Severity and Mitigation. CoRR Tianwei Zhang, Yinqian Zhang, Ruby B. Lee
2016	J	`jnl`	Monitoring and Attestation of Virtual Machine Security Health in Cloud Computing. IEEE Micro Tianwei Zhang, Ruby B. Lee
2015	A*	`conf`	CloudMonatt: an architecture for security health monitoring and attestation of virtual machines in cloud computing. ISCA Tianwei Zhang, Ruby B. Lee
2014	A	`conf`	New models of cache architectures characterizing information leakage from cache side channels. ACSAC Tianwei Zhang, Ruby B. Lee
2013	—	`conf`	A Framework for Realizing Security on Demand in Cloud Computing. CloudCom (1) Pramod A. Jamkhedkar, Jakub Szefer, Diego Perez-Botero, Tianwei Zhang, Gina Triolo, Ruby B. Lee
2013	—	`conf`	Side channel vulnerability metrics: the promise and the pitfalls. HASP@ISCA Tianwei Zhang, Fangfei Liu, Si Chen, Ruby B. Lee
2012	—	`conf`	Security verification of hardware-enabled attestation protocols. MICRO Workshops Tianwei Zhang, Jakub Szefer, Ruby B. Lee