| Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition | Aug 31, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Privacy Preserving Machine Learning for Behavioral Authentication Systems | Aug 31, 2023 | Privacy Preserving | —Unverified | 0 |
| On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning | Aug 28, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning | Aug 27, 2023 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach | Aug 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs | Aug 25, 2023 | Node ClassificationPrivacy Preserving | —Unverified | 0 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 |
| A Survey of Graph Unlearning | Aug 23, 2023 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks | Aug 21, 2023 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Privacy-Preserving Face Recognition Using Random Frequency Components | Aug 21, 2023 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics | Aug 21, 2023 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| East: Efficient and Accurate Secure Transformer Framework for Inference | Aug 19, 2023 | Privacy Preserving | —Unverified | 0 |
| DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning | Aug 19, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving 3-Layer Neural Network Training | Aug 18, 2023 | Privacy Preservingregression | —Unverified | 0 |
| Defending Label Inference Attacks in Split Learning under Regression Setting | Aug 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service | Aug 17, 2023 | Privacy Preserving | —Unverified | 0 |
| Home monitoring for frailty detection through sound and speaker diarization analysis | Aug 17, 2023 | Privacy Preservingspeaker-diarization | —Unverified | 0 |
| Independent Distribution Regularization for Private Graph Embedding | Aug 16, 2023 | AttributeGraph Embedding | CodeCode Available | 0 |
| Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition | Aug 16, 2023 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| Decentralized Graph Neural Network for Privacy-Preserving Recommendation | Aug 15, 2023 | graph constructionGraph Neural Network | —Unverified | 0 |
| Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls | Aug 14, 2023 | Federated Learninggraph partitioning | CodeCode Available | 0 |
| A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks | Aug 10, 2023 | Privacy Preserving | —Unverified | 0 |
| ReLU and Addition-based Gated RNN | Aug 10, 2023 | CPUHandwritten Text Recognition | —Unverified | 0 |
| Feature Matching Data Synthesis for Non-IID Federated Learning | Aug 9, 2023 | Data AugmentationFederated Learning | —Unverified | 0 |
| FaceSkin: A Privacy Preserving Facial skin patch Dataset for multi Attributes classification | Aug 9, 2023 | Age EstimationAttribute | —Unverified | 0 |