Towards practical privacy-preserving decision tree training and evaluation in the cloud L Liu, R Chen, X Liu, J Su, L Qiao IEEE Transactions on Information Forensics and Security 15, 2914-2929, 2020 | 62 | 2020 |
Toward highly secure yet efficient KNN classification scheme on outsourced cloud data L Liu, J Su, X Liu, R Chen, K Huang, RH Deng, X Wang IEEE Internet of Things Journal 6 (6), 9841-9852, 2019 | 57 | 2019 |
Privacy-preserving mining of association rule on outsourced cloud data from multiple parties L Liu, J Su, R Chen, X Liu, X Wang, S Chen, H Leung Information Security and Privacy: 23rd Australasian Conference, ACISP 2018 …, 2018 | 24 | 2018 |
Rectifying pseudo labels: Iterative feature clustering for graph representation learning Z Hu, G Kou, H Zhang, N Li, K Yang, L Liu Proceedings of the 30th ACM international conference on information …, 2021 | 19 | 2021 |
SecRec: A privacy-preserving method for the context-aware recommendation system J Chen, L Liu, R Chen, W Peng, X Huang IEEE Transactions on Dependable and Secure Computing 19 (5), 3168-3182, 2021 | 16 | 2021 |
Bfcri: A blockchain-based framework for crowdsourcing with reputation and incentive S Fu, XL Huang, L Liu, Y Luo IEEE Transactions on Cloud Computing 11 (2), 2158-2174, 2022 | 11 | 2022 |
Privacy-preserving swarm learning based on homomorphic encryption L Chen, S Fu, L Lin, Y Luo, W Zhao International Conference on Algorithms and Architectures for Parallel …, 2021 | 10 | 2021 |
Towards an efficient privacy-preserving decision tree evaluation service in the Internet of Things L Liu, J Su, B Zhao, Q Wang, J Chen, Y Luo Symmetry 12 (1), 103, 2020 | 9 | 2020 |
SHOSVD: Secure outsourcing of high-order singular value decomposition J Chen, L Liu, R Chen, W Peng Information Security and Privacy: 25th Australasian Conference, ACISP 2020 …, 2020 | 9 | 2020 |
Secure and fast decision tree evaluation on outsourced cloud data L Liu, J Su, R Chen, J Chen, G Sun, J Li Machine Learning for Cyber Security: Second International Conference, ML4CS …, 2019 | 9 | 2019 |
Randomization is all you need: A privacy-preserving federated learning framework for news recommendation X Huang, Y Luo, L Liu, W Zhao, S Fu Information Sciences 637, 118943, 2023 | 6 | 2023 |
pCOVID: A Privacy-Preserving COVID-19 Inference Framework Y Wang, Y Luo, L Liu, S Fu International Conference on Algorithms and Architectures for Parallel …, 2022 | 3 | 2022 |
Multi-patch adversarial attack for remote sensing image classification Z Wang, JJ Huang, T Liu, Z Chen, W Zhao, X Liu, Y Pan, L Liu Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint …, 2023 | 2 | 2023 |
Privacy-preserving federated learning with hierarchical clustering to improve training on non-iid data S Luo, S Fu, Y Luo, L Liu, Y Deng, S Wang International Conference on Network and System Security, 195-216, 2023 | 2 | 2023 |
BVDFed: Byzantine-resilient and verifiable aggregation for differentially private federated learning X Gao, S Fu, L Liu, Y Luo Frontiers of Computer Science 18 (5), 185810, 2024 | 1 | 2024 |
Towards Strong Privacy Protection for Association Rule Mining and Query in the Cloud L Liu, J Su, X Liu, R Chen, X Huang, G Kou, S Fu IEEE Transactions on Cloud Computing 11 (3), 3211-3225, 2023 | 1 | 2023 |
Substitution Attacks Against Sigma Protocols Y Lin, R Chen, Y Wang, B Wang, L Liu International Symposium on Cyberspace Safety and Security, 192-208, 2022 | 1 | 2022 |
SecDM: A Secure and Lossless Human Mobility Prediction System L Liu, S Fu, X Huang, Y Luo, X Zhang, KKR Choo IEEE Transactions on Services Computing, 2024 | | 2024 |
SecGAN: Honest-Majority Maliciously 3PC Framework for Privacy-Preserving Image Synthesis Y Yang, L Liu, S Fu, JJ Huang, Y Luo 2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023 | | 2023 |
EzBoost: Fast And Secure Vertical Federated Tree Boosting Framework via EzPC X Gao, S Fu, L Liu, Y Luo, L Yang 2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023 | | 2023 |