| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 |
| Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption | Mar 17, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Performance Optimization for Federated Person Re-identification via Benchmark Analysis | Aug 26, 2020 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization | Mar 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset | Aug 26, 2024 | Anomaly DetectionContinual Learning | CodeCode Available | 1 |
| PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments | Apr 29, 2021 | CPUFederated Learning | CodeCode Available | 1 |
| Practical Vertical Federated Learning with Unsupervised Representation Learning | Aug 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Action Recognition via Motion Difference Quantization | Aug 4, 2022 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Privacy-preserving Collaborative Learning with Automatic Transformation Search | Nov 25, 2020 | Data AugmentationPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset | Jun 12, 2019 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Diffusion Model Using Homomorphic Encryption | Mar 9, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta Learning | Aug 11, 2023 | Meta-LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Privacy-Preserving Portrait Matting | Apr 29, 2021 | Image MattingPrivacy Preserving | CodeCode Available | 1 |
| Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning | Feb 5, 2022 | Emotion RecognitionFederated Learning | CodeCode Available | 1 |
| Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach | Mar 19, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Privacy-Preserving XGBoost Inference | Nov 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs | Feb 8, 2024 | Privacy PreservingSentiment Analysis | CodeCode Available | 1 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Quantifying and Mitigating Privacy Risks of Contrastive Learning | Feb 8, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
