| Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data | Jan 31, 2024 | Mortality PredictionPrivacy Preserving | CodeCode Available | 0 |
| Distributed Differentially Private Computation of Functions with Correlated Noise | Apr 22, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks | Jan 10, 2024 | Privacy Preserving | CodeCode Available | 0 |
| TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems | Jun 9, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI | Feb 20, 2023 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach | Aug 16, 2024 | Collaborative FilteringDecoder | CodeCode Available | 0 |
| Learning Human Action Recognition Representations Without Real Humans | Nov 10, 2023 | Action RecognitionEthics | CodeCode Available | 0 |
| SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC | Jan 1, 2024 | Knowledge DistillationPrivacy Preserving | CodeCode Available | 0 |
| Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation | Mar 27, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 |
| SecONNds: Secure Outsourced Neural Network Inference on ImageNet | Jun 13, 2025 | CPUGPU | CodeCode Available | 0 |
