| Independent Distribution Regularization for Private Graph Embedding | Aug 16, 2023 | AttributeGraph Embedding | CodeCode Available | 0 |
| Noiseless Privacy-Preserving Decentralized Learning | Apr 15, 2024 | Privacy Preserving | CodeCode Available | 0 |
| A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge Computing | May 8, 2023 | Edge-computingHuman Detection | CodeCode Available | 0 |
| BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT | Dec 5, 2024 | Federated LearningImitation Learning | CodeCode Available | 0 |
| Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks | Mar 4, 2024 | Inference AttackPrivacy Preserving | CodeCode Available | 0 |
| A Federated Learning Benchmark for Drug-Target Interaction | Feb 15, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning | Apr 8, 2024 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 |
| Towards nation-wide analytical healthcare infrastructures: A privacy-preserving augmented knee rehabilitation case study | Dec 30, 2024 | DiagnosticPose Estimation | CodeCode Available | 0 |
| Infinitely Divisible Noise in the Low Privacy Regime | Oct 13, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting | Jun 28, 2024 | DenoisingIncremental Learning | CodeCode Available | 0 |
| Prosody-Driven Privacy-Preserving Dementia Detection | Jul 3, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| NeuroMixGDP: A Neural Collapse-Inspired Random Mixup for Private Data Release | Feb 14, 2022 | Data AugmentationPrivacy Preserving | CodeCode Available | 0 |
| SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure Framework | Sep 29, 2023 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Federated Learning: Challenges, Methods, and Future Directions | Aug 21, 2019 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 0 |
| Compact: Approximating Complex Activation Functions for Secure Computation | Sep 9, 2023 | Privacy Preserving | CodeCode Available | 0 |
| privGAN: Protecting GANs from membership inference attacks at low cost | Dec 31, 2019 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces | Dec 1, 2019 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning | Dec 19, 2020 | Privacy Preserving | CodeCode Available | 0 |
| A FAIR platform for reproducing mutational signature detection on tumor sequencing data | Jun 2, 2023 | Privacy Preserving | CodeCode Available | 0 |
| De-identification of Privacy-related Entities in Job Postings | May 24, 2021 | De-identificationMulti-Task Learning | CodeCode Available | 0 |
| Towards Privacy-Aware Causal Structure Learning in Federated Setting | Nov 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM | Jun 28, 2019 | Privacy PreservingStochastic Optimization | CodeCode Available | 0 |
| Backpropagation Clipping for Deep Learning with Differential Privacy | Feb 10, 2022 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| A V2X-based Privacy Preserving Federated Measuring and Learning System | Jan 24, 2024 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model | Jun 22, 2020 | Privacy Preserving | CodeCode Available | 0 |