| 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 |
| Personalized Federated Learning via Stacking | Apr 16, 2024 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 |
| Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing | May 25, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based Systems | Sep 3, 2024 | AttributePrivacy Preserving | CodeCode Available | 0 |
| Dataset Distillation using Neural Feature Regression | Jun 1, 2022 | Continual LearningDataset Distillation | CodeCode Available | 0 |
| Learning Robust and Privacy-Preserving Representations via Information Theory | Dec 15, 2024 | Adversarial RobustnessAttribute | CodeCode Available | 0 |
| Anonymisation Models for Text Data: State of the art, Challenges and Future Directions | Aug 1, 2021 | PositionPrivacy Preserving | CodeCode Available | 0 |
| Learning to Anonymize Faces for Privacy Preserving Action Detection | Mar 30, 2018 | Action DetectionPrivacy Preserving | CodeCode Available | 0 |
| Secure Aggregation is Not Private Against Membership Inference Attacks | Mar 26, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations | Sep 27, 2022 | counterfactualDiversity | CodeCode Available | 0 |
| RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation | Oct 29, 2023 | Federated LearningInformation Retrieval | CodeCode Available | 0 |
| Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning | Feb 22, 2023 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Automated Privacy-Preserving Techniques via Meta-Learning | Jun 24, 2024 | De-identificationMeta-Learning | CodeCode Available | 0 |
| RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models | Feb 18, 2025 | Privacy PreservingRAG | CodeCode Available | 0 |
| Action Recognition for Privacy-Preserving Ambient Assisted Living | Aug 15, 2024 | Action RecognitionActivity Recognition | CodeCode Available | 0 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| Dataset Condensation Driven Machine Unlearning | Jan 31, 2024 | AttributeDataset Condensation | CodeCode Available | 0 |
| Arbitrary Decisions are a Hidden Cost of Differentially Private Training | Feb 28, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Dirichlet Mechanism for Differentially Private KL Divergence Minimization | Oct 3, 2021 | Privacy Preserving | CodeCode Available | 0 |
| Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator | Jun 9, 2025 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 0 |
| Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition | Jan 1, 2024 | Activity RecognitionData Augmentation | CodeCode Available | 0 |