PriFFT: Privacy-preserving Federated Fine-tuning of Large Language Models via Function Secret Sharing.
CoRR, March, 2025
Dynamic Pattern Matching on Encrypted Data With Forward and Backward Security.
IET Inf. Secur., 2025
FSS-DBSCAN: Outsourced Private Density-Based Clustering via Function Secret Sharing.
IEEE Trans. Inf. Forensics Secur., 2024
PPA-DBSCAN: Privacy-Preserving $\rho$ρ-Approximate Density-Based Clustering.
IEEE Trans. Dependable Secur. Comput., 2024
Securely and Efficiently Outsourcing Neural Network Inference via Parallel MSB Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2024
Private Decision Tree Evaluation with Malicious Security via Function Secret Sharing.
Proceedings of the Computer Security - ESORICS 2024, 2024
Manto: A Practical and Secure Inference Service of Convolutional Neural Networks for IoT.
IEEE Internet Things J., August, 2023
FedProc: Prototypical contrastive federated learning on non-IID data.
Future Gener. Comput. Syst., June, 2023
A Secure and Fair Double Auction Framework for Cloud Virtual Machines.
IEEE Access, 2021