| Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods | Oct 30, 2023 | Privacy PreservingSystematic Literature Review | CodeCode Available | 0 | 5 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 | 5 |
| Federated Learning with Reduced Information Leakage and Computation | Oct 10, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhanced Outsourced and Secure Inference for Tall Sparse Decision Trees | May 4, 2025 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Efficient and Privacy-Preserved Link Prediction via Condensed Graphs | Mar 15, 2025 | Link PredictionNode Classification | CodeCode Available | 0 | 5 |
| DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoV | Aug 17, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks | Mar 23, 2020 | Activity RecognitionAttribute | CodeCode Available | 0 | 5 |
| Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees | Sep 4, 2022 | AttributeLink Prediction | CodeCode Available | 0 | 5 |
| DP-NMT: Scalable Differentially-Private Machine Translation | Nov 24, 2023 | Machine TranslationNMT | CodeCode Available | 0 | 5 |
| DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning | Aug 19, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| DPM: Clustering Sensitive Data through Separation | Jul 6, 2023 | ClusteringPrivacy Preserving | CodeCode Available | 0 | 5 |
| DP-RTFL: Differentially Private Resilient Temporal Federated Learning for Trustworthy AI in Regulated Industries | May 27, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 | 5 |
| FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy | May 3, 2024 | ClusteringConstrained Clustering | CodeCode Available | 0 | 5 |
| Domain Adaptation from Scratch | Sep 2, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Jul 14, 2025 | Domain AdaptationFederated Learning | CodeCode Available | 0 | 5 |
| COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing | May 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition | Jan 26, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 | 5 |
| Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization | Dec 1, 2018 | Privacy Preserving | CodeCode Available | 0 | 5 |
| An Inversion-based Measure of Memorization for Diffusion Models | May 9, 2024 | Image GenerationMemorization | CodeCode Available | 0 | 5 |
| Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge | Oct 31, 2024 | Model OptimizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 | 5 |
| Memorization of Named Entities in Fine-tuned BERT Models | Dec 7, 2022 | MemorizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| Analyze Gauss: Optimal Bounds for Privacy-Preserving Principal Component Analysis | May 1, 2014 | AttributePrivacy Preserving | CodeCode Available | 0 | 5 |
| Distributed Differentially Private Computation of Functions with Correlated Noise | Apr 22, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
