Privacy-Preserving Mining of Association Rule on Outsourced Cloud Data from Multiple Parties. - Lin Liu 018; Jinshu Su; Rongmao Chen; Ximeng Liu; Xiaofeng Wang 002; Shuhui Chen; Ho-fung Leung (ACISP, 2018)

Secure and Fast Decision Tree Evaluation on Outsourced Cloud Data. - Lin Liu 018; Jinshu Su; Rongmao Chen; Jinrong Chen; Guangliang Sun; Jie Li 041 (ML4CS, 2019)

Toward Highly Secure Yet Efficient KNN Classification Scheme on Outsourced Cloud Data. - Lin Liu 018; Jinshu Su; Ximeng Liu; Rongmao Chen; Kai Huang; Robert H. Deng; Xiaofeng Wang 002 (IEEE Internet Things J., 2019)

SHOSVD: Secure Outsourcing of High-Order Singular Value Decomposition. - Jinrong Chen; Lin Liu 018; Rongmao Chen; Wei Peng 005 (ACISP, 2020)

Towards an Efficient Privacy-Preserving Decision Tree Evaluation Service in the Internet of Things. - Lin Liu 018; Jinshu Su; Baokang Zhao; Qiong Wang; Jinrong Chen; Yuchuan Luo (Symmetry, 2020)

Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud. - Lin Liu 018; Rongmao Chen; Ximeng Liu; Jinshu Su; Linbo Qiao (IEEE Trans. Inf. Forensics Secur., 2020)

Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning. - Zhihui Hu; Guang Kou; Haoyu Zhang; Na Li; Ke Yang; Lin Liu 018 (CIKM, 2021)

Privacy-Preserving Swarm Learning Based on Homomorphic Encryption. - Lijie Chen 007; Shaojing Fu; Lin Liu 018; Yuchuan Luo; Wentao Zhao (ICA3PP (3), 2021)

Packet-Sequence and Byte-Distribution is Enough for Real-Time Identification of Application Traffic. - Luming Yang; Shaojing Fu; Yongjun Wang; Chao Li 002; Shanghuai Feng; Yuchuan Luo; Lin Liu 018 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Substitution Attacks Against Sigma Protocols. - Yuliang Lin; Rongmao Chen; Yi Wang 055; Baosheng Wang; Lin Liu 018 (CSS, 2022)

pCOVID: A Privacy-Preserving COVID-19 Inference Framework. - Yinqiu Wang; Yuchuan Luo; Lin Liu 018; Shaojing Fu (ICA3PP, 2022)

Algorithm Substitution Attacks on Identity-Based Encryption. - Yifei Wang; Yuliang Lin; Yi Wang 055; Wei Peng 005; Lin Liu 018 (SocialSec, 2022)

SecRec: A Privacy-Preserving Method for the Context-Aware Recommendation System. - Jinrong Chen; Lin Liu 018; Rongmao Chen; Wei Peng 005; Xinyi Huang 001 (IEEE Trans. Dependable Secur. Comput., 2022)

Secure Approximate Nearest Neighbor Search with Locality-Sensitive Hashing. - Shang Song; Lin Liu 018; Rongmao Chen; Wei Peng 005; Yi Wang 055 (ESORICS (3), 2023)

Credit-based Differential Privacy Stochastic Model Aggregation Algorithm for Robust Federated Learning via Blockchain. - Mengyao Du; Miao Zhang; Lin Liu 018; Kai Xu 014; Quanjun Yin (ICPP, 2023)

Privacy-Preserving Federated Learning with Hierarchical Clustering to Improve Training on Non-IID Data. - Songwei Luo; Shaojing Fu; Yuchuan Luo; Lin Liu 018; Yanxiang Deng; Shixiong Wang (NSS, 2023)

Privacy Preserving Outsourced K-means Clustering Using Kd-tree. - Yanxiang Deng; Lin Liu 018; Shaojing Fu; Yuchuan Luo; Wei Wu 015; Shixiong Wang (ProvSec, 2023)

EVS2vec: A Low-dimensional Embedding Method for Encrypted Video Stream Analysis. - Luming Yang; Yongjun Wang; Shaojing Fu; Lin Liu 018; Yuchuan Luo (SECON, 2023)

EzBoost: Fast And Secure Vertical Federated Tree Boosting Framework via EzPC. - Xinwen Gao; Shaojing Fu; Lin Liu 018; Yuchuan Luo; Luming Yang (TrustCom, 2023)

SecGAN: Honest-Majority Maliciously 3PC Framework for Privacy-Preserving Image Synthesis. - Yuting Yang; Lin Liu 018; Shaojing Fu; Jun-Jie Huang; Yuchuan Luo (TrustCom, 2023)

BFCRI: A Blockchain-Based Framework for Crowdsourcing With Reputation and Incentive. - Shaojing Fu; XueLun Huang; Lin Liu 018; Yuchuan Luo (IEEE Trans. Cloud Comput., 2023)

Towards Strong Privacy Protection for Association Rule Mining and Query in the Cloud. - Lin Liu 018; Jinshu Su; Ximeng Liu; Rongmao Chen; Xinyi Huang 001; Guang Kou; Shaojing Fu (IEEE Trans. Cloud Comput., 2023)

Randomization is all you need: A privacy-preserving federated learning framework for news recommendation. - Xinyi Huang 001; Yuchuan Luo; Lin Liu 018; Wentao Zhao; Shaojing Fu (Inf. Sci., 2023)

Diffusion-based Adversarial Attack to Automatic Speech Recognition. - Ying Wang; Yuchuan Luo; Shaojing Fu; Zhenyu Qiu; Lin Liu 018 (ACML, 2024)

Honest-Majority Maliciously Secure Skyline Queries on Outsourced Data. - Yu Chen; Lin Liu 018; Rongmao Chen; Shaojing Fu; Yuexiang Yang (CIKM, 2024)

Privacy-Preserving Byzantine-Robust Federated Learning via Multiparty Homomorphic Encryption. - Wenhao Jiang; Songwei Luo; Shaojing Fu; Lin Liu 018; Yuchuan Luo (COCOON (2), 2024)

Speedy Privacy-Preserving Skyline Queries on Outsourced Data. - Yu Chen; Lin Liu 018; Rongmao Chen; Shaojing Fu; Yuexiang Yang; Jiangyong Shi; Liangzhong He (ESORICS (2), 2024)

FedSV: A Privacy-Preserving Byzantine-Robust Federated Learning Scheme with Self-validation. - Wenhao Jiang; Shaojing Fu; Yuchuan Luo; Lin Liu 018; Yongjun Wang (ICA3PP (1), 2024)

PrivARM: Privacy-Preserving Association Rule Mining in the Cloud. - Yuxin Zhang; Hui Han; Guangliang Sun; Wei Wu 015; Lin Liu 018 (ICA3PP (1), 2024)

Defend from Scratch: A Diffusion-Based Proactive Defense Method for Unauthorized Speech Synthesis. - Ying Wang; Yuchuan Luo; Zhenyu Qiu; Lin Liu 018; Shaojing Fu (ICONIP (1), 2024)

FingerMamba: Mamba-based Efficient Multi-tab Website Fingerprinting. - Lin Liu 018; Ziling Wei; Shuhui Chen; Zixuan Dong; Jinshu Su (IPCCC, 2024)

AST-Trans: Detecting Web Tracking using Transformer-based Deep Learning with Abstract Syntax Tree. - Yong Yuan; Ziling Wei; Lin Liu 018; Shuhui Chen; Jinshu Su (IPCCC, 2024)

ExpMD: an Explainable Framework for Traffic Identification Based on Multi-Domain Features. - Luming Yang; Yongjun Wang; Lin Liu 018; Junjie Huang; Shaojing Fu (IWQoS, 2024)

SecDM: A Secure and Lossless Human Mobility Prediction System. - Lin Liu 018; Shaojing Fu; XueLun Huang; Yuchuan Luo; Xuyun Zhang; Kim-Kwang Raymond Choo (IEEE Trans. Serv. Comput., 2024)

BVDFed: Byzantine-resilient and verifiable aggregation for differentially private federated learning. - Xinwen Gao; Shaojing Fu; Lin Liu 018; Yuchuan Luo (Frontiers Comput. Sci., 2024)

The Analysis of Encrypted Video Stream Based on Low-Dimensional Embedding Method. - Luming Yang; Shaojing Fu; Yongjun Wang; Lin Liu 018; Yuchuan Luo (IEEE Trans. Inf. Forensics Secur., 2025)

unFlowS: An Unsupervised Construction Scheme of Flow Spectrum for Network Traffic Detection. - Luming Yang; Yongjun Wang; Lin Liu 018; Junjie Huang 001; Jiangyong Shi; Shaojing Fu; Shize Guo (IEEE Trans. Inf. Forensics Secur., 2025)

Federated Large Language Models: Feasibility, Robustness, Security and Future Directions. - Wenhao Jiang; Yuchuan Luo; Guilin Deng; Silong Chen; Xu Yang; Shihong Wu; Xinwen Gao; Lin Liu 018; Shaojing Fu (CoRR, 2025)