| A Framework for Double-Blind Federated Adaptation of Foundation Models | Feb 3, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis | Feb 3, 2025 | Contrastive LearningDisentanglement | —Unverified | 0 |
| FedGES: A Federated Learning Approach for BN Structure Learning | Feb 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Encrypted Large Model Inference: The Equivariant Encryption Paradigm | Feb 3, 2025 | modelPrivacy Preserving | —Unverified | 0 |
| SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models | Feb 2, 2025 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Properties of Vision Classifiers | Feb 2, 2025 | Privacy Preserving | —Unverified | 0 |
| PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning | Feb 1, 2025 | DenoisingFederated Learning | CodeCode Available | 1 |
| Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review | Jan 31, 2025 | Deep LearningFeature Engineering | —Unverified | 0 |
| Privacy Preserving Charge Location Prediction for Electric Vehicles | Jan 31, 2025 | Federated LearningManagement | —Unverified | 0 |
| S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning | Jan 31, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Norm-Bounded Low-Rank Adaptation | Jan 31, 2025 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift | Jan 30, 2025 | Causal InferenceData Integration | —Unverified | 0 |
| Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks | Jan 30, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization | Jan 30, 2025 | Decision MakingFederated Learning | —Unverified | 0 |
| Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models | Jan 29, 2025 | Privacy PreservingRobust Speech Recognition | —Unverified | 0 |
| A Survey on Cluster-based Federated Learning | Jan 29, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Secure Federated Graph-Filtering for Recommender Systems | Jan 28, 2025 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM | Jan 27, 2025 | DescriptiveEvent Detection | CodeCode Available | 0 |
| FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment | Jan 26, 2025 | DiversityDomain Generalization | —Unverified | 0 |
| AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach | Jan 26, 2025 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Decentralized Low-Rank Fine-Tuning of Large Language Models | Jan 26, 2025 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Optimal Strategies for Federated Learning Maintaining Client Privacy | Jan 24, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SoK: What Makes Private Learning Unfair? | Jan 24, 2025 | FairnessPrivacy Preserving | —Unverified | 0 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models | Jan 23, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |