| Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation | Apr 14, 2024 | Earth ObservationFederated Learning | —Unverified | 0 |
| FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity | Apr 14, 2024 | ClusteringFederated Learning | —Unverified | 0 |
| Differentially Private GANs for Generating Synthetic Indoor Location Data | Apr 10, 2024 | Indoor LocalizationPrivacy Preserving | —Unverified | 0 |
| Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning | Apr 10, 2024 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding | Apr 10, 2024 | EEGEeg Decoding | —Unverified | 0 |
| Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data | Apr 10, 2024 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| Privacy Preserving Prompt Engineering: A Survey | Apr 9, 2024 | In-Context LearningPrivacy Preserving | —Unverified | 0 |
| Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models | Apr 9, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Sensing-Resistance-Oriented Beamforming for Privacy Protection from ISAC Devices | Apr 8, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning | Apr 8, 2024 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 |
| PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning | Apr 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 |
| Exploring Lightweight Federated Learning for Distributed Load Forecasting | Apr 4, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Gaussian-Smoothed Sliced Probability Divergences | Apr 4, 2024 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation | Apr 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition | Apr 3, 2024 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers | Apr 1, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline | Apr 1, 2024 | Anomaly DetectionPrivacy Preserving | CodeCode Available | 1 |
| Can LLMs get help from other LLMs without revealing private information? | Apr 1, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving Optics for Enhancing Protection in Face De-identification | Mar 31, 2024 | De-identificationPrivacy Preserving | —Unverified | 0 |
| A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures | Mar 31, 2024 | Privacy PreservingSurvey | CodeCode Available | 1 |
| DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering | Mar 30, 2024 | Privacy PreservingQuestion Answering | —Unverified | 0 |
| Robust Federated Contrastive Recommender System against Model Poisoning Attack | Mar 29, 2024 | Contrastive LearningModel Poisoning | —Unverified | 0 |
| Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data | Mar 29, 2024 | Privacy Preserving | —Unverified | 0 |
| MAPL: Model Agnostic Peer-to-peer Learning | Mar 28, 2024 | Graph Learningmodel | CodeCode Available | 0 |
| Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning | Mar 28, 2024 | Distributed ComputingFederated Learning | —Unverified | 0 |