| Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery | Feb 8, 2024 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 0 |
| Cellular Traffic Prediction via Byzantine-robust Asynchronous Federated Learning | May 25, 2025 | Federated LearningPrediction | CodeCode Available | 0 |
| LFFR: Logistic Function For (single-output) Regression | Jul 13, 2024 | Privacy Preservingregression | CodeCode Available | 0 |
| Privacy-preserving machine learning with tensor networks | Feb 24, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Synthetic Educational Data Generation | Jul 7, 2022 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data | Apr 16, 2020 | Privacy Preserving | CodeCode Available | 0 |
| TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation | Nov 9, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| Privacy-preserving Task-Agnostic Vision Transformer for Image Processing | Sep 29, 2021 | Multi-Task LearningPrivacy Preserving | CodeCode Available | 0 |
| A Federated Framework for LLM-based Recommendation | Feb 15, 2024 | Federated LearningLanguage Modelling | CodeCode Available | 0 |
| Wasm-iCARE: a portable and privacy-preserving web module to build, validate, and apply absolute risk models | Oct 13, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Local Differential Privacy for Deep Learning | Aug 8, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive Replacement | Aug 10, 2024 | Person Re-IdentificationPrivacy Preserving | CodeCode Available | 0 |
| (Local) Differential Privacy has NO Disparate Impact on Fairness | Apr 25, 2023 | AttributeFairness | CodeCode Available | 0 |
| Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation | Jun 18, 2024 | Federated Learningimage-classification | CodeCode Available | 0 |
| Differential privacy for symmetric log-concave mechanisms | Feb 23, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Planting and Mitigating Memorized Content in Predictive-Text Language Models | Dec 16, 2022 | L2 RegularizationMemorization | CodeCode Available | 0 |
| PLAN: Variance-Aware Private Mean Estimation | Jun 14, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Locally Differentially Private Distributed Deep Learning via Knowledge Distillation | Feb 7, 2022 | Deep LearningKnowledge Distillation | CodeCode Available | 0 |
| Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning | Sep 2, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Graph Embedding based on Local Differential Privacy | Oct 17, 2023 | Graph EmbeddingLink Prediction | CodeCode Available | 0 |
| An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models | Feb 11, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Locally Private Bayesian Inference for Count Models | Mar 22, 2018 | Bayesian InferenceLink Prediction | CodeCode Available | 0 |
| Synthetic Trajectory Generation Through Convolutional Neural Networks | Jul 24, 2024 | Image GenerationPrivacy Preserving | CodeCode Available | 0 |
| DartBlur: Privacy Preservation With Detection Artifact Suppression | Jan 1, 2023 | Privacy Preserving | CodeCode Available | 0 |
| PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series | Jan 4, 2023 | Privacy PreservingTime Series | CodeCode Available | 0 |