Register Allocation Based on Boolean Satisfiability. - Mengmeng Yang 002; Jie Liu (ECC (2), 2014)

Personalized Privacy Preserving Collaborative Filtering. - Mengmeng Yang 002; Tianqing Zhu; Yang Xiang 001; Wanlei Zhou 001 (GPC, 2017)

Privacy Preserving Collaborative Filtering via the Johnson-Lindenstrauss Transform. - Mengmeng Yang 002; Tianqing Zhu; Lichuan Ma; Yang Xiang 001; Wanlei Zhou 001 (TrustCom/BigDataSE/ICESS, 2017)

Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture. - Mengmeng Yang 002; Tianqing Zhu; Bo Liu 001; Yang Xiang 001; Wanlei Zhou 001 (IEEE Access, 2018)

Differential Private POI Queries via Johnson-Lindenstrauss Transform. - Mengmeng Yang 002; Tianqing Zhu; Bo Liu 001; Yang Xiang 001; Wanlei Zhou 001 (IEEE Access, 2018)

Density-Based Location Preservation for Mobile Crowdsensing With Differential Privacy. - Mengmeng Yang 002; Tianqing Zhu; Yang Xiang 001; Wanlei Zhou 001 (IEEE Access, 2018)

An iteration-based differentially private social network data release. - Tianqing Zhu; Mengmeng Yang 002; Ping Xiong 001; Yang Xiang 001; Wanlei Zhou 001 (Comput. Syst. Sci. Eng., 2018)

Privacy preserving in big data. - Mengmeng Yang 002; Tianqing Zhu (Security and Privacy for Big Data, Cloud Computing and Applications, 2019)

Simultaneously Advising via Differential Privacy in Cloud Servers Environment. - Sheng Shen 005; Tianqing Zhu; Dayong Ye; Mengmeng Yang 002; Tingting Liao; Wanlei Zhou 001 (ICA3PP (1), 2019)

A blockchain-based location privacy-preserving crowdsensing system. - Mengmeng Yang 002; Tianqing Zhu; Kaitai Liang; Wanlei Zhou 001; Robert H. Deng (Future Gener. Comput. Syst., 2019)

BiSample: Bidirectional Sampling for Handling Missing Data with Local Differential Privacy. - Lin Sun; Xiaojun Ye; Jun Zhao 007; Chenhui Lu; Mengmeng Yang 002 (DASFAA (1), 2020)

Towards Distributed Privacy-Preserving Prediction. - Lingjuan Lyu; Yee Wei Law; Kee Siong Ng; Shibei Xue; Jun Zhao 007; Mengmeng Yang 002; Lei Liu 031 (SMC, 2020)

Local Differential Privacy based Federated Learning for Internet of Things. - Yang Zhao 017; Jun Zhao 007; Mengmeng Yang 002; Teng Wang; Ning Wang 003; Lingjuan Lyu; Dusit Niyato; Kwok-Yan Lam (CoRR, 2020)

Local Differential Privacy and Its Applications: A Comprehensive Survey. - Mengmeng Yang 002; Lingjuan Lyu; Jun Zhao 007; Tianqing Zhu; Kwok-Yan Lam (CoRR, 2020)

Fair and Differentially Private Distributed Frequency Estimation. - Mengmeng Yang 002; Ivan Tjuawinata; Kwok-Yan Lam; Tianqing Zhu; Jun Zhao 007 (CoRR, 2021)

Local Differential Privacy-Based Federated Learning for Internet of Things. - Yang Zhao 017; Jun Zhao 007; Mengmeng Yang 002; Teng Wang; Ning Wang 026; Lingjuan Lyu; Dusit Niyato; Kwok-Yan Lam (IEEE Internet Things J., 2021)

Malicious Family Identify Combining Multi-channel Mapping Feature Image and Fine-Tuned CNN. - Chenghua Tang; Chen Zhou; Min Hu; Mengmeng Yang 002; Baohua Qiang (TrustCom, 2022)

K-Means Clustering With Local dᵪ-Privacy for Privacy-Preserving Data Analysis. - Mengmeng Yang 002; Ivan Tjuawinata; Kwok-Yan Lam (IEEE Trans. Inf. Forensics Secur., 2022)

Secure Hot Path Crowdsourcing With Local Differential Privacy Under Fog Computing Architecture. - Mengmeng Yang 002; Ivan Tjuawinata; Kwok-Yan Lam; Jun Zhao 007; Lin Sun (IEEE Trans. Serv. Comput., 2022)

Secure and dynamic public audit scheme based on blockchain and red-black tree. - Longxia Huang; Xi Peng; Mengmeng Yang 002 (ICPADS, 2023)

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. - Ziyao Liu; Jiale Guo; Mengmeng Yang 002; Wenzhuo Yang; Jiani Fan; Kwok-Yan Lam (SecTL@AsiaCCS, 2023)

Differentially Private Distributed Frequency Estimation. - Mengmeng Yang 002; Ivan Tjuawinata; Kwok-Yan Lam; Tianqing Zhu; Jun Zhao 007 (IEEE Trans. Dependable Secur. Comput., 2023)

SPoFC: A framework for stream data aggregation with local differential privacy. - Mengmeng Yang 002; Kwok-Yan Lam; Tianqing Zhu; Chenghua Tang (Concurr. Comput. Pract. Exp., 2023)

Differentially Private Crowdsourcing With the Public and Private Blockchain. - Minghao Wang; Tianqing Zhu; Xuhan Zuo; Mengmeng Yang 002; Shui Yu 001; Wanlei Zhou 001 (IEEE Internet Things J., 2023)

Android static taint analysis based on multi branch search association. - Chenghua Tang; Zheng Du; Mengmeng Yang 002; Baohua Qiang (Comput. Secur., 2023)

Mining frequent items from high-dimensional set-valued data under local differential privacy protection. - Haonan Wu; Ruisheng Ran; Shunshun Peng; Mengmeng Yang 002; Taolin Guo (Expert Syst. Appl., 2023)

Improving the Accuracy of Locally Differentially Private Community Detection by Order-consistent Data Perturbation. - Taolin Guo; Shunshun Peng; Zhejian Zhang; Mengmeng Yang 002; Kwok-Yan Lam (SIGIR, 2024)

Tabular Data Synthesis with Differential Privacy: A Survey. - Mengmeng Yang 002; Chi-Hung Chi; Kwok-Yan Lam; Jie Feng 004; Taolin Guo; Wei Ni (CoRR, 2024)

New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook. - Mengmeng Yang 002; Tianqing Zhu; Chi Liu 002; Wanlei Zhou 001; Shui Yu 001; Philip S. Yu (CoRR, 2024)

Local differential privacy and its applications: A comprehensive survey. - Mengmeng Yang 002; Taolin Guo; Tianqing Zhu; Ivan Tjuawinata; Jun Zhao 007; Kwok-Yan Lam (Comput. Stand. Interfaces, 2024)

Malicious program ontology rule set based on association decision and linear discriminant. - Chenghua Tang; Min Hu; Mengmeng Yang 002; Baohua Qiang (Int. J. Electron. Secur. Digit. Forensics, 2024)

PBDG: a malicious code detection method based on precise behaviour dependency graph. - Chenghua Tang; Mengmeng Yang 002; Qingze Gao; Baohua Qiang (Int. J. Inf. Comput. Secur., 2024)

Resource Allocation for Task-Oriented Generative Artificial Intelligence in Internet of Things. - Jie Feng 004; Xinqi Huang; Lei Liu 031; Mengmeng Yang 002; Qingqi Pei; Yu Gang Shee (IEEE Internet Things J., 2025)

LDP-PPA: Local differential privacy protection for principal component analysis. - Shunshun Peng; Haoqi Li; Wenhao Wang; Kai Dong 001; Mengmeng Yang 002; Taolin Guo (Inf. Sci., 2025)

Blockchain-Assisted Privacy-Preserving and Synchronized Key Agreement for VDTNs. - Chenhao Wang 005; Yang Ming 001; Hang Liu; Jie Feng 004; Mengmeng Yang 002; Yang Xiang 001 (IEEE Trans. Dependable Secur. Comput., 2025)

DidTrust: Privacy-Preserving Trust Management for Decentralized Identity. - Jie Yin; Yang Xiao 014; Jie Feng 004; Mengmeng Yang 002; Qingqi Pei; Xun Yi (IEEE Trans. Dependable Secur. Comput., 2025)

A Failure-Free and Efficient Discrete Laplace Distribution for Differential Privacy in MPC. - Ivan Tjuawinata; Jiabo Wang; Mengmeng Yang 002; Shanxiang Lyu; Huaxiong Wang; Kwok-Yan Lam (CoRR, 2025)

Symmetric Private Shortest Path Retrieval for LM-Enabled Route Services on Consumer Devices. - Xuefeng Liu 002; Fake Lyu; Jing Lei 007; Mengmeng Yang 002; Kok-Lim Alvin Yau; Yangfei Lin (IEEE Trans. Consumer Electron., 2025)