| Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition | Jan 26, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server | Oct 8, 2024 | Federated LearningKnowledge Distillation | CodeCode Available | 0 |
| Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera Poses | Jan 1, 2023 | Privacy PreservingVisual Localization | CodeCode Available | 0 |
| Domain Adaptation from Scratch | Sep 2, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning | Feb 24, 2017 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Label Privacy in Split Learning for Large Models with Parameter-Efficient Training | Dec 21, 2024 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 0 |
| Domain Adaptation for the Segmentation of Confidential Medical Images | Jan 2, 2021 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| SMOTExT: SMOTE meets Large Language Models | May 19, 2025 | Cross-Modal RetrievalData Augmentation | CodeCode Available | 0 |
| Training privacy-preserving video analytics pipelines by suppressing features that reveal information about private attributes | Mar 5, 2022 | AttributeEmotion Recognition | CodeCode Available | 0 |
| Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets | Sep 13, 2024 | Multi-target regressionNeural Architecture Search | CodeCode Available | 0 |
| Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization | Dec 1, 2018 | Privacy Preserving | CodeCode Available | 0 |
| AdaCliP: Adaptive Clipping for Private SGD | Aug 20, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics | Jan 12, 2024 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Privacy-preserving Early Detection of Epileptic Seizures in Videos | Sep 15, 2023 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 0 |
| Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems | May 9, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics | Apr 5, 2021 | Privacy Preserving | CodeCode Available | 0 |
| Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks | Jun 6, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Schrödinger's Camera: First Steps Towards a Quantum-Based Privacy Preserving Camera | Mar 13, 2023 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| SCOTCH: An Efficient Secure Computation Framework for Secure Aggregation | Jan 19, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| 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 |