Software Watermarking Based on Dynamic Program Slicing. - Xiaohong Deng; Guowen Xu; Guang Sun; Junfeng Man (IIH-MSP, 2008)

Diverse multi-keyword ranked search over encrypted cloud data supporting range query. - Hongwei Li 001; Hao Ren 001; Hongxian Yao; Hao Chen; Guowen Xu; Yuan-Shun Dai (ICCC, 2015)

Towards Efficient Privacy-Preserving Truth Discovery in Crowd Sensing Systems. - Guowen Xu; Hongwei Li 001; Dongxiao Liu; Hao Ren 001; Yuanshun Dai; Xiaohui Liang 002 (GLOBECOM, 2016)

CryptMDB: A practical encrypted MongoDB over big data. - Guowen Xu; Yan Ren; Hongwei Li 001; Dongxiao Liu; Yuanshun Dai; Kan Yang 001 (ICC, 2017)

Achieving efficient and privacy-preserving truth discovery in crowd sensing systems. - Guowen Xu; Hongwei Li 001; Chen Tan; Dongxiao Liu; Yuanshun Dai; Kan Yang 001 (Comput. Secur., 2017)

Practical and Privacy-Aware Truth Discovery in Mobile Crowd Sensing Systems. - Guowen Xu; Hongwei Li 001; Rongxing Lu (CCS, 2018)

A Privacy-Preserving Thin-Client Scheme in Blockchain-Based PKI. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Mi Wen; Guishan Dong; Xiaodong Lin 001 (GLOBECOM, 2018)

EFRS: Enabling Efficient and Fine-Grained Range Search on Encrypted Spatial Data. - Guowen Xu; Hongwei Li 001; Yuanshun Dai; Jian Bai; Xiaodong Lin 001 (ICC, 2018)

Towards practical personalized recommendation with multi-level differential privacy controls. - Guowen Xu; Hongwei Li 001; Wenlei Wang; Yue Chen; Haomiao Yang; Yanzhi Ren (INFOCOM Workshops, 2018)

Enabling Efficient and Fine-Grained DNA Similarity Search with Access Control over Encrypted Cloud Data. - Hongwei Li 001; Guowen Xu; Qiang Tang 005; Xiaodong Lin 001; Xuemin (Sherman) Shen (WASA, 2018)

Achieving Fine-grained Multi-keyword Ranked Search over Encrypted Cloud Data. - Guowen Xu; Hongwei Li 001 (IACR Cryptol. ePrint Arch., 2018)

Multi-Keyword Search Guaranteeing Forward and Backward Privacy over Large-Scale Cloud Data. - Li Gong; Hongwei Li 001; Guowen Xu; Xizhao Luo; Mi Wen (GLOBECOM, 2019)

EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning. - Yiran Li; Hongwei Li 001; Guowen Xu; Sen Liu 007; Rongxing Lu (GLOBECOM, 2019)

Towards Efficient and Privacy-Preserving Federated Deep Learning. - Meng Hao 001; Hongwei Li 001; Guowen Xu; Sen Liu 007; Haomiao Yang (ICC, 2019)

Data Security Issues in Deep Learning: Attacks, Countermeasures, and Opportunities. - Guowen Xu; Hongwei Li 001; Hao Ren 001; Kan Yang 001; Robert H. Deng (IEEE Commun. Mag., 2019)

PTAS: Privacy-preserving Thin-client Authentication Scheme in blockchain-based PKI. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Mi Wen; Guishan Dong; Xiaodong Lin 001 (Future Gener. Comput. Syst., 2019)

Enabling Efficient and Geometric Range Query With Access Control Over Encrypted Spatial Data. - Guowen Xu; Hongwei Li 001; Yuanshun Dai; Kan Yang 001; Xiaodong Lin 001 (IEEE Trans. Inf. Forensics Secur., 2019)

Efficient and Privacy-Preserving Truth Discovery in Mobile Crowd Sensing Systems. - Guowen Xu; Hongwei Li 001; Sen Liu 007; Mi Wen; Rongxing Lu (IEEE Trans. Veh. Technol., 2019)

Secure and Verifiable Inference in Deep Neural Networks. - Guowen Xu; Hongwei Li 001; Hao Ren 001; Jianfei Sun; Shengmin Xu; Jianting Ning; Haomiao Yang; Kan Yang 001; Robert H. Deng (ACSAC, 2020)

Catch You If You Deceive Me: Verifiable and Privacy-Aware Truth Discovery in Crowdsensing Systems. - Guowen Xu; Hongwei Li 001; Shengmin Xu; Hao Ren 001; Yinghui Zhang 002; Jianfei Sun; Robert H. Deng (AsiaCCS, 2020)

A Practical Black-Box Attack Against Autonomous Speech Recognition Model. - Wenshu Fan; Hongwei Li 001; Wenbo Jiang 001; Guowen Xu; Rongxing Lu (GLOBECOM, 2020)

Achieving Privacy-preserving Federated Learning with Irrelevant Updates over E-Health Applications. - Hanxiao Chen 001; Hongwei Li 001; Guowen Xu; Yun Zhang; Xizhao Luo (ICC, 2020)

Privacy-aware and Resource-saving Collaborative Learning for Healthcare in Cloud Computing. - Meng Hao 001; Hongwei Li 001; Guowen Xu; Zhe Liu 001; Zongqi Chen (ICC, 2020)

A Deep Learning Framework Supporting Model Ownership Protection and Traitor Tracing. - Guowen Xu; Hongwei Li 001; Yuan Zhang 006; Xiaodong Lin 001; Robert H. Deng; Xuemin Shen (ICPADS, 2020)

Revocable and certificateless public auditing for cloud storage. - Yinghui Zhang 002; Tiantian Zhang; Shengmin Xu; Guowen Xu; Dong Zheng 001 (Sci. China Inf. Sci., 2020)

Toward Secure and Privacy-Preserving Distributed Deep Learning in Fog-Cloud Computing. - Yiran Li; Hongwei Li 001; Guowen Xu; Tao Xiang 001; Xiaoming Huang; Rongxing Lu (IEEE Internet Things J., 2020)

PADL: Privacy-Aware and Asynchronous Deep Learning for IoT Applications. - Xiaoyuan Liu 002; Hongwei Li 001; Guowen Xu; Sen Liu 007; Zhe Liu 001; Rongxing Lu (IEEE Internet Things J., 2020)

Efficient ciphertext-policy attribute-based encryption with blackbox traceability. - Shengmin Xu; Jiaming Yuan; Guowen Xu; Yingjiu Li; Ximeng Liu; Yinghui Zhang 002; Zuobin Ying (Inf. Sci., 2020)

Adaptive privacy-preserving federated learning. - Xiaoyuan Liu 002; Hongwei Li 001; Guowen Xu; Rongxing Lu; Miao He (Peer-to-Peer Netw. Appl., 2020)

VerifyNet: Secure and Verifiable Federated Learning. - Guowen Xu; Hongwei Li 001; Sen Liu 007; Kan Yang 001; Xiaodong Lin 001 (IEEE Trans. Inf. Forensics Secur., 2020)

Efficient and Privacy-Enhanced Federated Learning for Industrial Artificial Intelligence. - Meng Hao 001; Hongwei Li 001; Xizhao Luo; Guowen Xu; Haomiao Yang; Sen Liu 007 (IEEE Trans. Ind. Informatics, 2020)

Efficient, Private and Robust Federated Learning. - Meng Hao 001; Hongwei Li 001; Guowen Xu; Hanxiao Chen 001; Tianwei Zhang 004 (ACSAC, 2021)

Revocable Policy-Based Chameleon Hash. - Shengmin Xu; Jianting Ning; Jinhua Ma; Guowen Xu; Jiaming Yuan; Robert H. Deng (ESORICS (1), 2021)

Generating Audio Adversarial Examples with Ensemble Substituted Models. - Yun Zhang; Hongwei Li 001; Guowen Xu; Xizhao Luo; Guishan Dong (ICC, 2021)

Efficient and Verifiable Proof of Replication with Fast Fault Localization. - Haoran Yuan; Xiaofeng Chen 001; Guowen Xu; Jianting Ning; Joseph K. Liu; Robert H. Deng (INFOCOM, 2021)

Enhanced Mixup Training: a Defense Method Against Membership Inference Attack. - Zongqi Chen; Hongwei Li 001; Meng Hao 001; Guowen Xu (ISPEC, 2021)

A Stealthy and Robust Fingerprinting Scheme for Generative Models. - Guanlin Li; Shangwei Guo; Run Wang 001; Guowen Xu; Tianwei Zhang 004 (CoRR, 2021)

A Privacy-Aware and Traceable Fine-Grained Data Delivery System in Cloud-Assisted Healthcare IIoT. - Jianfei Sun; Dajiang Chen; Ning Zhang 007; Guowen Xu; Mingjian Tang 001; Xuyun Nie; Mingsheng Cao (IEEE Internet Things J., 2021)

One radish, One hole: Specific adversarial training for enhancing neural network's robustness. - Yun Zhang; Hongwei Li 001; Guowen Xu; Shuai Yuan 009; Xiaoming Huang (Peer-to-Peer Netw. Appl., 2021)

Privacy-Enhanced Federated Learning Against Poisoning Adversaries. - Xiaoyuan Liu 002; Hongwei Li 001; Guowen Xu; Zongqi Chen; Xiaoming Huang; Rongxing Lu (IEEE Trans. Inf. Forensics Secur., 2021)

On the (In)Security of Secure ROS2. - Gelei Deng; Guowen Xu; Yuan Zhou 005; Tianwei Zhang 004; Yang Liu 003 (CCS, 2022)

Improving Adversarial Robustness of 3D Point Cloud Classification Models. - Guanlin Li; Guowen Xu; Han Qiu 001; Ruan He; Jiwei Li 001; Tianwei Zhang 004 (ECCV (4), 2022)

Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (ACM Multimedia, 2022)

Anteater: Malware Injection Detection with Program Network Traffic Behavior. - Zuobin Ying; Yangzong Zhang; Shengmin Xu; Guowen Xu; Wenjian Liu (NaNA, 2022)

Iron: Private Inference on Transformers. - Meng Hao 001; Hongwei Li 001; Hanxiao Chen 001; Pengzhi Xing; Guowen Xu; Tianwei Zhang 004 (NeurIPS, 2022)

Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks. - Xiaoxuan Lou; Guowen Xu; Kangjie Chen; Guanlin Li; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. - Guowen Xu; Guanlin Li; Shangwei Guo; Tianwei Zhang 004; Hongwei Li 001 (CoRR, 2022)

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. - Guowen Xu; Xingshuo Han; Tianwei Zhang 004; Hongwei Li 001; Robert H. Deng (CoRR, 2022)

New Secure Sparse Inner Product with Applications to Machine Learning. - Guowen Xu; Shengmin Xu; Jianting Ning; Tianwei Zhang 004; Xinyi Huang 001; Hongwei Li 001; Rongxing Lu (CoRR, 2022)

A Benchmark of Long-tailed Instance Segmentation with Noisy Labels (Short Version). - Guanlin Li; Guowen Xu; Tianwei Zhang 004 (CoRR, 2022)

Efficient Privacy-Preserving Federated Learning With Unreliable Users. - Yiran Li; Hongwei Li 001; Guowen Xu; Xiaoming Huang; Rongxing Lu (IEEE Internet Things J., 2022)

Verifiable and privacy preserving federated learning without fully trusted centers. - Gang Han; Tiantian Zhang; Yinghui Zhang 002; Guowen Xu; Jianfei Sun; Jin Cao 001 (J. Ambient Intell. Humaniz. Comput., 2022)

Privacy-Preserving Efficient Verifiable Deep Packet Inspection for Cloud-Assisted Middlebox. - Hao Ren 001; Hongwei Li 001; Dongxiao Liu; Guowen Xu; Nan Cheng; Xuemin Shen (IEEE Trans. Cloud Comput., 2022)

Enabling Secure and Versatile Packet Inspection With Probable Cause Privacy for Outsourced Middlebox. - Hao Ren 001; Hongwei Li 001; Dongxiao Liu; Guowen Xu; Xuemin Sherman Shen (IEEE Trans. Cloud Comput., 2022)

DNA Similarity Search With Access Control Over Encrypted Cloud Data. - Guowen Xu; Hongwei Li 001; Hao Ren 001; Xiaodong Lin 001; Xuemin Shen (IEEE Trans. Cloud Comput., 2022)

Topology-Aware Differential Privacy for Decentralized Image Classification. - Shangwei Guo; Tianwei Zhang 004; Guowen Xu; Han Yu 001; Tao Xiang 001; Yang Liu 003 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Privacy-Preserving Federated Deep Learning With Irregular Users. - Guowen Xu; Hongwei Li 001; Yun Zhang; Shengmin Xu; Jianting Ning; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2022)

Untouchable Once Revoking: A Practical and Secure Dynamic EHR Sharing System via Cloud. - Shengmin Xu; Jianting Ning; Xinyi Huang 001; Yingjiu Li; Guowen Xu (IEEE Trans. Dependable Secur. Comput., 2022)

Match in My Way: Fine-Grained Bilateral Access Control for Secure Cloud-Fog Computing. - Shengmin Xu; Jianting Ning; Yingjiu Li; Yinghui Zhang 002; Guowen Xu; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2022)

A Practical Fog-Based Privacy-Preserving Online Car-Hailing Service System. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Mamoun Alazab; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2022)

Practical Membership Inference Attack Against Collaborative Inference in Industrial IoT. - Hanxiao Chen 001; Hongwei Li 001; Guishan Dong; Meng Hao 001; Guowen Xu; Xiaoming Huang; Zhe Liu 001 (IEEE Trans. Ind. Informatics, 2022)

Practical Privacy-Preserving Federated Learning in Vehicular Fog Computing. - Yiran Li; Hongwei Li 001; Guowen Xu; Tao Xiang 001; Rongxing Lu (IEEE Trans. Veh. Technol., 2022)

PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. - Hao Ren 001; Guowen Xu; Han Qiu 001; Tianwei Zhang 004 (BigDataSecurity/HPSC/IDS, 2023)

Color Backdoor: A Robust Poisoning Attack in Color Space. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Tianwei Zhang 004 (CVPR, 2023)

MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. - Xiaobei Yan; Xiaoxuan Lou; Guowen Xu; Han Qiu 001; Shangwei Guo; Chip-Hong Chang; Tianwei Zhang 004 (ICFPT, 2023)

Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. - Kangjie Chen; Xiaoxuan Lou; Guowen Xu; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2023)

Extracting Robust Models with Uncertain Examples. - Guanlin Li; Guowen Xu; Shangwei Guo; Han Qiu 001; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2023)

GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. - Hanxiao Chen 001; Meng Hao 001; Hongwei Li 001; Kangjie Chen; Guowen Xu; Tianwei Zhang 004; Xilin Zhang (ICML, 2023)

Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. - Dongyun Xue; Haomiao Yang; Mengyu Ge; Jingwei Li 001; Guowen Xu; Hongwei Li 001 (INFOCOM, 2023)

Extracting Cloud-based Model with Prior Knowledge. - Shiqian Zhao; Kangjie Chen; Meng Hao 001; Jian Zhang 001; Guowen Xu; Hongwei Li 001; Tianwei Zhang 004 (CoRR, 2023)

Adversarial Training Over Long-Tailed Distribution. - Guanlin Li; Guowen Xu; Tianwei Zhang 004 (CoRR, 2023)

Enabling Simultaneous Content Regulation and Privacy Protection for Cloud Storage Image. - Guiqiang Hu; Hongwei Li 001; Guowen Xu; Xinqiang Ma (IEEE Trans. Cloud Comput., 2023)

Share Your Data Carefree: An Efficient, Scalable and Privacy-Preserving Data Sharing Service in Cloud Computing. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Hu Xiong; Hongwei Li 001; Robert H. Deng (IEEE Trans. Cloud Comput., 2023)

Hercules: Boosting the Performance of Privacy-Preserving Federated Learning. - Guowen Xu; Xingshuo Han; Shengmin Xu; Tianwei Zhang 004; Hongwei Li 001; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2023)

A Secure EMR Sharing System With Tamper Resistance and Expressive Access Control. - Shengmin Xu; Jianting Ning; Yingjiu Li; Yinghui Zhang 002; Guowen Xu; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2023)

PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees. - Hanxiao Chen 001; Hongwei Li 001; Yingzhe Wang; Meng Hao 001; Guowen Xu; Tianwei Zhang 004 (IEEE Trans. Inf. Forensics Secur., 2023)

Verifiable, Fair and Privacy-Preserving Broadcast Authorization for Flexible Data Sharing in Clouds. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Xuehuan Yang; Mamoun Alazab; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2023)

Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Xuehuan Yang; Mamoun Alazab; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2023)

An Adaptively Secure and Efficient Data Sharing System for Dynamic User Groups in Cloud. - Guowen Xu; Shengmin Xu; Jinhua Ma; Jianting Ning; Xinyi Huang 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Xiaochun Cheng; Xingshuo Han; Mingjian Tang 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Secure Updatable Storage Access Control System for EHRs in the Cloud. - Jingwei Wang 004; Xinchun Yin; Jianting Ning; Shengmin Xu; Guowen Xu; Xinyi Huang 001 (IEEE Trans. Serv. Comput., 2023)

Physical Black-Box Adversarial Attacks Through Transformations. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Tianwei Zhang 004; Rongxing Lu (IEEE Trans. Big Data, 2023)

Secure Decentralized Image Classification With Multiparty Homomorphic Encryption. - Guowen Xu; Guanlin Li; Shangwei Guo; Tianwei Zhang 004; Hongwei Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

TokenScout: Early Detection of Ethereum Scam Tokens via Temporal Graph Learning. - Cong Wu 003; Jing Chen 003; Ziming Zhao 001; Kun He 008; Guowen Xu; Yueming Wu 001; Haijun Wang 002; Hongwei Li 001; Yang Liu 003; Yang Xiang 001 (CCS, 2024)

Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. - Xiaoxuan Lou; Kangjie Chen; Guowen Xu; Han Qiu 001; Shangwei Guo; Tianwei Zhang 004 (DSN, 2024)

Fingerprinting Image-to-Image Generative Adversarial Networks. - Guanlin Li; Guowen Xu; Han Qiu 001; Shangwei Guo; Run Wang 001; Jiwei Li 001; Tianwei Zhang 004; Rongxing Lu (EuroS&P, 2024)

Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous Driving. - Senkang Hu; Zhengru Fang; Haonan An 001; Guowen Xu; Yuan Zhou 005; Xianhao Chen; Yuguang Fang (GLOBECOM, 2024)

SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. - Xinyuan Qian 002; Hongwei Li 001; Haoyong Wang; Guowen Xu; Shengmin Xu; Ju Ren 001 (ICDCS, 2024)

SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism. - Yuang Zhang; Haonan An 001; Zhengru Fang; Guowen Xu; Yuan Zhou 005; Xianhao Chen; Yuguang Fang (ICRA, 2024)

Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. - Xinyuan Qian 002; Hongwei Li 001; Guowen Xu; Haoyong Wang; Tianwei Zhang 004; Xianhao Chen; Yuguang Fang (INFOCOM, 2024)

Backdooring Multimodal Learning. - Xingshuo Han; Yutong Wu 009; Qingjie Zhang; Yuan Zhou 005; Yuan Xu; Han Qiu 001; Guowen Xu; Tianwei Zhang 004 (SP, 2024)

Security Analysis of WiFi-based Sensing Systems: Threats from Perturbation Attacks. - Hangcheng Cao; Wenbin Huang 003; Guowen Xu; Xianhao Chen; Ziyang He; Jingyang Hu; Hongbo Jiang 001; Yuguang Fang (CoRR, 2024)

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning. - Haolin Wu; Jing Chen 003; Ruiying Du; Cong Wu 003; Kun He 008; Xingcan Shang; Hao Ren 001; Guowen Xu (CoRR, 2024)

Backdoor Attacks against Image-to-Image Networks. - Wenbo Jiang 001; Hongwei Li 001; Jiaming He; Rui Zhang 003; Guowen Xu; Tianwei Zhang 004; Rongxing Lu (CoRR, 2024)

Secure Traffic Sign Recognition: An Attention-Enabled Universal Image Inpainting Mechanism against Light Patch Attacks. - Hangcheng Cao; Longzhi Yuan; Guowen Xu; Ziyang He; Zhengru Fang; Yuguang Fang (CoRR, 2024)

ITPatch: An Invisible and Triggered Physical Adversarial Patch against Traffic Sign Recognition. - Shuai Yuan 009; Hongwei Li 001; Xingshuo Han; Guowen Xu; Wenbo Jiang 001; Tao Ni 003; Qingchuan Zhao; Yuguang Fang (CoRR, 2024)

OnePath: Efficient and Privacy-Preserving Decision Tree Inference in the Cloud. - Shuai Yuan 009; Hongwei Li 001; Xinyuan Qian 002; Wenbo Jiang 001; Guowen Xu (CoRR, 2024)

Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAV. - Haonan An 001; Zhengru Fang; Yuang Zhang; Senkang Hu; Xianhao Chen; Guowen Xu; Yuguang Fang (CoRR, 2024)

Combinational Backdoor Attack against Customized Text-to-Image Models. - Wenbo Jiang 001; Jiaming He; Hongwei Li 001; Guowen Xu; Rui Zhang 086; Hanxiao Chen 001; Meng Hao 001; Haomiao Yang (CoRR, 2024)

A Comprehensive Defense Framework Against Model Extraction Attacks. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Tianwei Zhang 004; Rongxing Lu (IEEE Trans. Dependable Secur. Comput., 2024)

Incremental Learning, Incremental Backdoor Threats. - Wenbo Jiang 001; Tianwei Zhang 004; Han Qiu 001; Hongwei Li 001; Guowen Xu (IEEE Trans. Dependable Secur. Comput., 2024)

Decentralized Multi-Client Functional Encryption for Inner Product With Applications to Federated Learning. - Xinyuan Qian 002; Hongwei Li 001; Meng Hao 001; Guowen Xu; Haoyong Wang; Yuguang Fang (IEEE Trans. Dependable Secur. Comput., 2024)

VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. - Guowen Xu; Xingshuo Han; Gelei Deng; Tianwei Zhang 004; Shengmin Xu; Jianting Ning; Anjia Yang; Hongwei Li 001 (IEEE Trans. Dependable Secur. Comput., 2024)

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. - Guowen Xu; Xingshuo Han; Tianwei Zhang 004; Shengmin Xu; Jianting Ning; Xinyi Huang 001; Hongwei Li 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2024)

SecBNN: Efficient Secure Inference on Binary Neural Networks. - Hanxiao Chen 001; Hongwei Li 001; Meng Hao 001; Jia Hu 004; Guowen Xu; Xilin Zhang; Tianwei Zhang 004 (IEEE Trans. Inf. Forensics Secur., 2024)

Rethinking Membership Inference Attacks Against Transfer Learning. - Cong Wu 003; Jing Chen 003; Qianru Fang; Kun He 008; Ziming Zhao 001; Hao Ren 001; Guowen Xu; Yang Liu 003; Yang Xiang 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models. - Zhirui Zeng; Tao Xiang 001; Shangwei Guo; Jialing He; Qiao Zhang 002; Guowen Xu; Tianwei Zhang 004 (IEEE Trans. Inf. Forensics Secur., 2024)

An Adaptive Secure and Practical Data Sharing System With Verifiable Outsourced Decryption. - Shengmin Xu; Xingshuo Han; Guowen Xu; Jianting Ning; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Serv. Comput., 2024)

Efficient and Privacy-Preserving Outsourcing of Gradient Boosting Decision Tree Inference. - Shuai Yuan 009; Hongwei Li 001; Xinyuan Qian 002; Meng Hao 001; Yixiao Zhai; Guowen Xu (IEEE Trans. Serv. Comput., 2024)

Privacy-Preserving and Poisoning-Defending Federated Learning in Fog Computing. - Yiran Li; Shibin Zhang; Yan Chang; Guowen Xu; Hongwei Li 001 (IEEE Internet Things J., 2024)

FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. - Zhuoran Ma; Yang Liu 118; Yinbin Miao; Guowen Xu; Ximeng Liu; Jianfeng Ma 001; Robert H. Deng (IEEE Trans. Knowl. Data Eng., 2024)

It's All in the Touch: Authenticating Users With HOST Gestures on Multi-Touch Screen Devices. - Cong Wu 003; Hangcheng Cao; Guowen Xu; Chengjie Zhou; Jianfei Sun; Ran Yan 001; Yang Liu 003; Hongbo Jiang 001 (IEEE Trans. Mob. Comput., 2024)

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception. - Senkang Hu; Yihang Tao; Guowen Xu; Yiqin Deng; Xianhao Chen; Yuguang Fang; Sam Kwong (AAAI, 2025)

Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning. - Yang Wei 002; Jingyu Tan; Guowen Xu; Zhuoran Ma; Zhuo Ma 001; Bin Xiao 002 (AAAI, 2025)

Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal. - Haonan An 001; Guang Hua 001; Zhengru Fang; Guowen Xu; Susanto Rahardja; Yuguang Fang (CVPR, 2025)

Rethinking the Design of Backdoor Triggers and Adversarial Perturbations: A Color Space Perspective. - Wenbo Jiang 001; Hongwei Li 001; Guowen Xu; Hao Ren 001; Haomiao Yang; Tianwei Zhang 004; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Efficiency Boosting of Secure Cross-Platform Recommender Systems Over Sparse Data. - Hao Ren 001; Guowen Xu; Tianwei Zhang 004; Jianting Ning; Xinyi Huang 001; Hongwei Li 001; Rongxing Lu (IEEE Trans. Dependable Secur. Comput., 2025)

Sanitizable Cross-Domain Access Control With Policy-Driven Dynamic Authorization. - Jianfei Sun; Guowen Xu; Hongwei Li 001; Tianwei Zhang 004; Cong Wu 003; Xuehuan Yang; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2025)

New Secure Sparse Inner Product With Applications to Machine Learning. - Guowen Xu; Shengmin Xu; Jianting Ning; Xinyi Huang 001; Hongwei Li 001; Rongxing Lu (IEEE Trans. Dependable Secur. Comput., 2025)

Fast Generation-Based Gradient Leakage Attacks: An Approach to Generate Training Data Directly From the Gradient. - Haomiao Yang; Dongyun Xue; Mengyu Ge; Jingwei Li 001; Guowen Xu; Hongwei Li 001; Rongxing Lu (IEEE Trans. Dependable Secur. Comput., 2025)

Unveiling the Superiority of Unsupervised Learning on GPU Cryptojacking Detection: Practice on Magnetic Side Channel-Based Mechanism. - Hangcheng Cao; Guowen Xu; Ziyang He; Shaoqing Shi; Shengmin Xu; Cong Wu 003; Jianting Ning (IEEE Trans. Inf. Forensics Secur., 2025)

EASNs: Efficient Anonymous Social Networks With Enhanced Security and High Scalability. - Wenfeng Huang; Axin Wu; Shengmin Xu; Guowen Xu; Wei Wu 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Secure and Lightweight Feature Selection for Horizontal Federated Learning. - Xiaoyuan Liu 002; Hongwei Li 001; Guowen Xu; Xilin Zhang; Tianwei Zhang 004; Jianying Zhou 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Forward-Secure Hierarchical Delegable Signature for Smart Homes. - Jianfei Sun; Guowen Xu; Yang Yang 026; Xuehuan Yang; Xiaoguo Li; Cong Wu 003; Zhen Liu 008; Guomin Yang; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

CP-Guard+: A New Paradigm for Malicious Agent Detection and Defense in Collaborative Perception. - Senkang Hu; Yihang Tao; Zihan Fang; Guowen Xu; Yiqin Deng; Sam Kwong; Yuguang Fang (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models. - Zihan Wang; Hongwei Li 001; Rui Zhang 003; Wenbo Jiang 001; Kangjie Chen; Tianwei Zhang 004; Qingchuan Zhao; Guowen Xu (CoRR, 2025)

MPMA: Preference Manipulation Attack Against Model Context Protocol. - Zihan Wang; Hongwei Li 001; Rui Zhang 003; Yu Liu; Wenbo Jiang 001; Wenshu Fan; Qingchuan Zhao; Guowen Xu (CoRR, 2025)

The Ripple Effect: On Unforeseen Complications of Backdoor Attacks. - Rui Zhang 086; Yun Shen; Hongwei Li 001; Wenbo Jiang 001; Hanxiao Chen 001; Yuan Zhang 006; Guowen Xu; Yang Zhang 016 (CoRR, 2025)

FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition. - Shuai Yuan 009; Guowen Xu; Hongwei Li 001; Rui Zhang 003; Xinyuan Qian 002; Wenbo Jiang 001; Hangcheng Cao; Qingchuan Zhao (CoRR, 2025)

CP-Guard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems. - Senkang Hu; Yihang Tao; Guowen Xu; Xinyuan Qian 002; Yiqin Deng; Xianhao Chen; Sam Tak-Wu Kwong; Yuguang Fang (CoRR, 2025)

Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering. - Haonan An 001; Guang Hua 001; Hangcheng Cao; Zhengru Fang; Guowen Xu; Susanto Rahardja; Yuguang Fang (CoRR, 2025)

ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models. - Zihan Wang; Rui Zhang 086; Hongwei Li 001; Wenshu Fan; Wenbo Jiang 001; Qingchuan Zhao; Guowen Xu (CoRR, 2025)