| On the Price of Differential Privacy for Hierarchical Clustering | Apr 22, 2025 | ClusteringPrivacy Preserving | CodeCode Available | 0 |
| Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking Study | Apr 14, 2025 | BenchmarkingGaze Estimation | CodeCode Available | 0 |
| On the (In)security of Peer-to-Peer Decentralized Machine Learning | May 17, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Privacy-preserving data release leveraging optimal transport and particle gradient descent | Jan 31, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach | Mar 23, 2022 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis | Nov 27, 2023 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| A Statistical Approach for Synthetic EEG Data Generation | Apr 22, 2025 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning | Aug 28, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Confidential Prompting: Protecting User Prompts from Cloud LLM Providers | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Differentially-Private Data Synthetisation for Efficient Re-Identification Risk Control | Dec 1, 2022 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints | Oct 22, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| DPM: Clustering Sensitive Data through Separation | Jul 6, 2023 | ClusteringPrivacy Preserving | CodeCode Available | 0 |
| 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy | May 2, 2024 | Privacy PreservingWord Embeddings | CodeCode Available | 0 |
| Demystifying Trajectory Recovery From Ash: An Open-Source Evaluation and Enhancement | Sep 23, 2024 | Privacy PreservingTrajectory Recovery | CodeCode Available | 0 |
| Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & Analytics | Aug 31, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training | Jun 13, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Delog: A Privacy Preserving Log Filtering Framework for Online Compute Platforms | Feb 13, 2019 | Log ParsingPrivacy Preserving | CodeCode Available | 0 |
| Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder | Mar 25, 2025 | DiagnosticPrivacy Preserving | CodeCode Available | 0 |
| Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM | Jul 20, 2022 | DenoisingFederated Learning | CodeCode Available | 0 |
| Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning | May 31, 2024 | Federated LearningNavigate | CodeCode Available | 0 |
| Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge | Apr 23, 2018 | Edge-computingFederated Learning | CodeCode Available | 0 |
| Privacy-Preserving Pose Estimation for Human-Robot Interaction | Nov 14, 2020 | Image EnhancementPose Estimation | CodeCode Available | 0 |
| DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning | Aug 19, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Deep Inference for Rich User Data on The Cloud | Oct 4, 2017 | Privacy Preserving | CodeCode Available | 0 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |