Towards Preserving Worker Location Privacy in Spatial Crowdsourcing. - Yao Shen; Liusheng Huang; Lu Li; Xiaorong Lu; Shaowei Wang 003; Wei Yang 011 (GLOBECOM, 2015)

Personalized Privacy-Preserving Data Aggregation for Histogram Estimation. - Shaowei Wang 003; Liusheng Huang; Miaomiao Tian 001; Wei Yang 011; Hongli Xu; Hansong Guo (GLOBECOM, 2015)

Privacy preserving big histogram aggregation for spatial crowdsensing. - Shaowei Wang 003; Liusheng Huang; Pengzhan Wang; Yao Shen; Hongli Xu; Wei Yang 011 (IPCCC, 2015)

Recognizing the Operating Hand from Touchscreen Traces on Smartphones. - Hansong Guo; He Huang 001; Zehao Sun; Liusheng Huang; Zhenyu Zhu; Shaowei Wang 003; Pengzhan Wang; Hongli Xu; Hengchang Liu (KSEM, 2015)

Geospatial Streams Publish with Differential Privacy. - Yiwen Nie; Liusheng Huang; Zongfeng Li; Shaowei Wang 003; Zhenhua Zhao; Wei Yang 011; Xiaorong Lu (CollaborateCom, 2016)

Private Weighted Histogram Aggregation in Crowdsourcing. - Shaowei Wang 003; Liusheng Huang; Pengzhan Wang; Hou Deng; Hongli Xu; Wei Yang 011 (WASA, 2016)

Mutual Information Optimally Local Private Discrete Distribution Estimation. - Shaowei Wang 003; Liusheng Huang; Pengzhan Wang; Yiwen Nie; Hongli Xu; Wei Yang 011; Xiang-Yang Li 001; Chunming Qiao (CoRR, 2016)

Detect Malicious Attacks from Entire TCP Communication Process. - Peng Fang 007; Liusheng Huang; Xinyuan Zhang 002; Hongli Xu; Shaowei Wang 003 (ICONIP (5), 2017)

Local private ordinal data distribution estimation. - Shaowei Wang 003; Yiwen Nie; Pengzhan Wang; Hongli Xu; Wei Yang 011; Liusheng Huang (INFOCOM, 2017)

Differentially Private Frequent Itemset Mining from Smart Devices in Local Setting. - Xinyuan Zhang 002; Liusheng Huang; Peng Fang 007; Shaowei Wang 003; Zhenyu Zhu; Hongli Xu (WASA, 2017)

Personalized Classifier Ensemble Pruning Framework for Mobile Crowdsourcing. - Shaowei Wang 003; Liusheng Huang; Pengzhan Wang; Hongli Xu; Wei Yang 011 (CoRR, 2017)

Classification Learning from Private Data in Heterogeneous Settings. - Yiwen Nie; Shaowei Wang 003; Wei Yang 011; Liusheng Huang; Zhenhua Zhao (DASFAA (2), 2018)

PrivSet: Set-Valued Data Analyses with Locale Differential Privacy. - Shaowei Wang 003; Liusheng Huang; Yiwen Nie; Pengzhan Wang; Hongli Xu; Wei Yang 011 (INFOCOM, 2018)

Minimizing Controller Response Time Through Flow Redirecting in SDNs. - Pengzhan Wang; Hongli Xu; Liusheng Huang; Chen Qian 001; Shaowei Wang 003; Yanjing Sun (IEEE/ACM Trans. Netw., 2018)

Differentially Private Greedy Decision Forest. - Bangzhou Xin; Wei Yang 011; Shaowei Wang 003; Liusheng Huang (ICASSP, 2019)

A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). - Yiwen Nie; Wei Yang 011; Liusheng Huang; Xike Xie; Zhenhua Zhao; Shaowei Wang 003 (ICDE, 2019)

Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability. - Shaowei Wang 003; Jiachun Du; Wei Yang 011; Xinrong Diao; Zichun Liu; Yiwen Nie; Liusheng Huang; Hongli Xu (CoRR, 2019)

A Utility-Optimized Framework for Personalized Private Histogram Estimation. - Yiwen Nie; Wei Yang 011; Liusheng Huang; Xike Xie; Zhenhua Zhao; Shaowei Wang 003 (IEEE Trans. Knowl. Data Eng., 2019)

Local Differential Private Data Aggregation for Discrete Distribution Estimation. - Shaowei Wang 003; Liusheng Huang; Yiwen Nie; Xinyuan Zhang 002; Pengzhan Wang; Hongli Xu; Wei Yang 011 (IEEE Trans. Parallel Distributed Syst., 2019)

PrivGMM: Probability Density Estimation with Local Differential Privacy. - Xinrong Diao; Wei Yang 011; Shaowei Wang 003; Liusheng Huang; Yan Xu 007 (DASFAA (1), 2020)

Private FL-GAN: Differential Privacy Synthetic Data Generation Based on Federated Learning. - Bangzhou Xin; Wei Yang 011; Yangyang Geng; Sheng Chen; Shaowei Wang 003; Liusheng Huang (ICASSP, 2020)

PrivAG: Analyzing Attributed Graph Data with Local Differential Privacy. - Zichun Liu; Liusheng Huang; Hongli Xu; Wei Yang 011; Shaowei Wang 003 (ICPADS, 2020)

Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms. - Shaowei Wang 003; Yuqiu Qian; Jiachun Du; Wei Yang 011; Liusheng Huang; Hongli Xu (Proc. VLDB Endow., 2020)

Federated Learning with Personalized Local Differential Privacy. - Ge Yang; Shaowei Wang 003; Haijie Wang (ICCCS, 2021)

Hiding Numerical Vectors in Local Private and Shuffled Messages. - Shaowei Wang 003; Jin Li 002; Yuqiu Qian; Jiachun Du; Wenqing Lin; Wei Yang 011 (IJCAI, 2021)

Federated synthetic data generation with differential privacy. - Bangzhou Xin; Yangyang Geng; Teng Hu; Sheng Chen; Wei Yang 011; Shaowei Wang 003; Liusheng Huang (Neurocomputing, 2022)

SSL-ABD : An Adversarial Defense Method Against Backdoor Attacks in Self-supervised Learning. - Hui Yang; Ruilin Yang; Heqiu Cai; Xiao Zhang; Qingqi Pei; Shaowei Wang 003; Hongyang Yan (AIS&P (1), 2023)

Personalized Differential Privacy in the Shuffle Model. - Ruilin Yang; Hui Yang; Jiluan Fan; Changyu Dong; Yan Pang; Duncan S. Wong; Shaowei Wang 003 (AIS&P (1), 2023)

FirewaLLM: A Portable Data Protection and Recovery Framework for LLM Services. - Bin Huang; Shiyu Yu; Jin Li 002; Yuyang Chen; Shaozheng Huang; Sufen Zeng; Shaowei Wang 003 (DMBD (2), 2023)

Fine-Grained Private Knowledge Distillation. - Yuntong Li; Shaowei Wang 003; Yingying Wang; Jin Li 002; Yuqiu Qian; Bangzhou Xin; Wei Yang 011 (ICASSP, 2023)

FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation. - Yuxuan Zhang 007; Wei Yang 011; Shaowei Wang 003 (IJCAI, 2023)

Differentially Private Numerical Vector Analyses in the Local and Shuffle Model. - Shaowei Wang 003; Jin Li 002; Yuntong Li; Jin Li 002; Wei Yang 011; Hongyang Yan (CoRR, 2023)

BAGEL: Backdoor Attacks against Federated Contrastive Learning. - Yao Huang; Kongyang Chen; Jiannong Cao 001; Jiaxing Shen; Shaowei Wang 003; Yun Peng 002; Weilong Peng; Kechao Cai (CoRR, 2023)

Distributed Differential Privacy via Shuffling vs Aggregation: a Curious Study. - Yu Wei 007; Jingyu Jia; Yuduo Wu; Changhui Hu 002; Changyu Dong; Zheli Liu; Xiaofeng Chen 001; Yun Peng 002; Shaowei Wang 003 (IACR Cryptol. ePrint Arch., 2023)

Shuffle Differential Private Data Aggregation for Random Population. - Shaowei Wang 003; Xuandi Luo; Yuqiu Qian; Youwen Zhu; Kongyang Chen; Qi Chen 024; Bangzhou Xin; Wei Yang 011 (IEEE Trans. Parallel Distributed Syst., 2023)

Analyzing Preference Data With Local Privacy: Optimal Utility and Enhanced Robustness. - Shaowei Wang 003; Xuandi Luo; Yuqiu Qian; Jiachun Du; Wenqing Lin; Wei Yang 011 (IEEE Trans. Knowl. Data Eng., 2023)

ChatGraph: Chat with Your Graphs. - Yun Peng 002; Sen Lin; Qian Chen 020; Shaowei Wang 003; Lyu Xu; Xiaojun Ren; Yafei Li; Jianliang Xu (ICDE, 2024)

GenSeg: On Generating Unified Adversary for Segmentation. - Yuxuan Zhang 007; Zhenbo Shi; Wei Yang 011; Shuchang Wang; Shaowei Wang 003; Yinxing Xue (IJCAI, 2024)

Optimal Locally Private Data Stream Analytics. - Shaowei Wang 003; Yun Peng 002; Kongyang Chen; Wei Yang 011 (INFOCOM, 2024)

Revisiting Differentially Private ReLU Regression. - Meng Ding; Mingxi Lei; Liyang Zhu; Shaowei Wang 003; Di Wang 015; Jinhui Xu 001 (NeurIPS, 2024)

Federated Unlearning for Human Activity Recognition. - Kongyang Chen; Dongping Zhang; Yaping Chai; Weibin Zhang; Shaowei Wang 003; Jiaxing Shen (CoRR, 2024)

Machine Unlearning in Large Language Models. - Kongyang Chen; Zixin Wang; Bing Mi; Waixi Liu 001; Shaowei Wang 003; Xiaojun Ren; Jiaxing Shen (CoRR, 2024)

Beyond Statistical Estimation: Differentially Private Individual Computation in the Shuffle Model. - Shaowei Wang 003; Changyu Dong; Di Wang 015; Xiangfu Song (CoRR, 2024)

AIGC-Assisted Digital Watermark Services in Low-Earth Orbit Satellite-Terrestrial Edge Networks. - Kongyang Chen; Yikai Li; Wenjun Lan; Bing Mi; Shaowei Wang 003 (CoRR, 2024)

Segmented Private Data Aggregation in the Multi-message Shuffle Model. - Shaowei Wang 003; Ruilin Yang; Sufen Zeng; Kaiqi Yu; Rundong Mei; Shaozheng Huang; Wei Yang 011 (CoRR, 2024)

DPGazeSynth: Enhancing eye-tracking virtual reality privacy with differentially private data synthesis. - Xiaojun Ren; Jiluan Fan; Ning Xu; Shaowei Wang 003; Changyu Dong; Zikai Wen (Inf. Sci., 2024)

Distributed Differential Privacy via Shuffling Versus Aggregation: A Curious Study. - Yu Wei 007; Jingyu Jia; Yuduo Wu; Changhui Hu 002; Changyu Dong; Zheli Liu; Xiaofeng Chen 001; Yun Peng 002; Shaowei Wang 003 (IEEE Trans. Inf. Forensics Secur., 2024)

ARES: On Adversarial Robustness Enhancement for Image Steganographic Cost Learning. - Qi Cui; Zhili Zhou 001; Ruohan Meng; Shaowei Wang 003; Hongyang Yan; Q. M. Jonathan Wu (IEEE Trans. Multim., 2024)

Privacy Amplification via Shuffling: Unified, Simplified, and Tightened. - Shaowei Wang 003; Yun Peng 002; Jin Li 002; Zikai Wen; Zhipeng Li; Shiyu Yu; Di Wang 015; Wei Yang 011 (Proc. VLDB Endow., 2024)

Security and Privacy Issues in Deep Reinforcement Learning: Threats and Countermeasures. - Kanghua Mo; Peigen Ye; Xiaojun Ren; Shaowei Wang 003; Wenjun Li; Jin Li 002 (ACM Comput. Surv., 2024)

Locally Private Set-Valued Data Analyses: Distribution and Heavy Hitters Estimation. - Shaowei Wang 003; Yuntong Li; Yusen Zhong; Kongyang Chen; Xianmin Wang; Zhili Zhou 001; Fei Peng 001; Yuqiu Qian; Jiachun Du; Wei Yang 011 (IEEE Trans. Mob. Comput., 2024)

RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack. - Yuxuan Zhang 007; Zhenbo Shi; Shuchang Wang; Wei Yang 011; Shaowei Wang 003; Yinxing Xue (AAAI, 2025)

Nearly Optimal Differentially Private ReLU Regression. - Meng Ding; Mingxi Lei; Shaowei Wang 003; Tianhang Zheng; Di Wang 015; Jinhui Xu 001 (UAI, 2025)

VAE-Based Membership Cleanser Against Membership Inference Attacks. - Li Hu; Hongyang Yan; Yun Peng 002; Haibo Hu 001; Shaowei Wang 003; Jin Li 002 (IEEE Trans. Dependable Secur. Comput., 2025)

Differentially Private Numerical Vector Analyses in the Local and Shuffle Model. - Shaowei Wang 003; Shiyu Yu; Xiaojun Ren; Jin Li 002; Yuntong Li; Wei Yang 011; Hongyang Yan; Jin Li 002 (IEEE Trans. Dependable Secur. Comput., 2025)

Google Map-Based Password Authentication Systems Using Tolerant Distance and Homomorphic Encryption. - Zhili Zhou 001; Ching-Nung Yang; Shaowei Wang 003; Guoshun Nan; Stelvio Cimato; Yifeng Zheng; Qian Wang 002 (IEEE Trans. Dependable Secur. Comput., 2025)

Side-Channel Attacks and New Principles in the Shuffle Model of Differential Privacy. - Shaowei Wang 003; Jin Li 002; Changyu Dong; Jin Li 002; Zhili Zhou 001; Di Wang 015; Zikai Wen (IEEE Trans. Inf. Forensics Secur., 2025)

LBDT: A Lightweight Blockchain-Based Data Trading Scheme in Internet of Vehicles Using Proof-of-Reputation. - Weilin Chen 002; Wei Yang 011; Mingjun Xiao; Lide Xue; Shaowei Wang 003 (IEEE Trans. Mob. Comput., 2025)

Differential Private Data Stream Analytics in the Local and Shuffle Models. - Shaowei Wang 003; Jin Li 002; Yun Peng 002; Kongyang Chen; Wei Yang 011; Hui Jiang 015; Jin Li 002 (IEEE Trans. Mob. Comput., 2025)