| Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis | Jul 2, 2024 | ClassificationFederated Learning | —Unverified | 0 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Characterizing Stereotypical Bias from Privacy-preserving Pre-Training | Jun 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Privacy-Preserving and Trustworthy Deep Learning for Medical Imaging | Jun 29, 2024 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting | Jun 28, 2024 | DenoisingIncremental Learning | CodeCode Available | 0 |
| A Quantization-based Technique for Privacy Preserving Distributed Learning | Jun 26, 2024 | Privacy PreservingQuantization | —Unverified | 0 |
| WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model | Jun 26, 2024 | DiagnosticPrivacy Preserving | CodeCode Available | 0 |
| Privacy Preserving Reinforcement Learning for Population Processes | Jun 25, 2024 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework | Jun 24, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| Automated Privacy-Preserving Techniques via Meta-Learning | Jun 24, 2024 | De-identificationMeta-Learning | CodeCode Available | 0 |
| Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy | Jun 23, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Privacy Implications of Explainable AI in Data-Driven Systems | Jun 22, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach | Jun 21, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning | Jun 19, 2024 | AllFew-Shot Learning | —Unverified | 0 |
| Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation | Jun 18, 2024 | Federated LearningMachine Unlearning | —Unverified | 0 |
| Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation | Jun 18, 2024 | Federated Learningimage-classification | CodeCode Available | 0 |
| PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models | Jun 18, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions | Jun 16, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data | Jun 15, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks | Jun 14, 2024 | DiversityEdge-computing | —Unverified | 0 |
| Speed-up of Data Analysis with Kernel Trick in Encrypted Domain | Jun 14, 2024 | Privacy Preserving | —Unverified | 0 |
| FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation | Jun 13, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving | Jun 13, 2024 | Privacy Preserving | —Unverified | 0 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 |