| FedGES: A Federated Learning Approach for BN Structure Learning | Feb 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| 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 |
| Encrypted Large Model Inference: The Equivariant Encryption Paradigm | Feb 3, 2025 | modelPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Properties of Vision Classifiers | Feb 2, 2025 | Privacy Preserving | —Unverified | 0 |
| SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models | Feb 2, 2025 | Adversarial RobustnessPrivacy 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 |
| Norm-Bounded Low-Rank Adaptation | Jan 31, 2025 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning | Jan 31, 2025 | Federated LearningPrivacy Preserving | —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 |
| Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift | Jan 30, 2025 | Causal InferenceData Integration | —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 |
| Decentralized Low-Rank Fine-Tuning of Large Language Models | Jan 26, 2025 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach | Jan 26, 2025 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| SoK: What Makes Private Learning Unfair? | Jan 24, 2025 | FairnessPrivacy Preserving | —Unverified | 0 |
| Optimal Strategies for Federated Learning Maintaining Client Privacy | Jan 24, 2025 | Federated LearningPrivacy 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 |
| AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion | Jan 23, 2025 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling | Jan 22, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Practical quantum federated learning and its experimental demonstration | Jan 22, 2025 | Federated LearningModel Compression | —Unverified | 0 |
| A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning | Jan 22, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Federated Discrete Denoising Diffusion Model for Molecular Generation with OpenFL | Jan 21, 2025 | DenoisingDrug Design | —Unverified | 0 |
| Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications | Jan 21, 2025 | Privacy Preserving | —Unverified | 0 |
| Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy | Jan 21, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| MyDigiTwin: A Privacy-Preserving Framework for Personalized Cardiovascular Risk Prediction and Scenario Exploration | Jan 21, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs? | Jan 20, 2025 | Privacy PreservingSurvey | —Unverified | 0 |
| Trustformer: A Trusted Federated Transformer | Jan 20, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration | Jan 20, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine Learning | Jan 20, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning | Jan 19, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice | Jan 19, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-Task Over-the-Air Federated Learning in Cell-Free Massive MIMO Systems | Jan 17, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Resource-Constrained Federated Continual Learning: What Does Matter? | Jan 15, 2025 | Continual LearningGPU | —Unverified | 0 |
| Privacy-Preserving Model and Preprocessing Verification for Machine Learning | Jan 14, 2025 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
| Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning | Jan 14, 2025 | Bayesian OptimisationFederated Learning | —Unverified | 0 |
| UFGraphFR: An attempt at a federated recommendation system based on user text characteristics | Jan 14, 2025 | AttributeFederated Learning | CodeCode Available | 0 |
| Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark | Jan 11, 2025 | Anomaly DetectionPose-based Anomaly Detection | CodeCode Available | 1 |
| EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database | Jan 9, 2025 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
| TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning | Jan 9, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Forecasting Anonymized Electricity Load Profiles | Jan 8, 2025 | Privacy Preserving | —Unverified | 0 |
| VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning | Jan 8, 2025 | Federated LearningModel Poisoning | —Unverified | 0 |
| Privacy-Preserving Distributed Online Mirror Descent for Nonconvex Optimization | Jan 8, 2025 | Privacy Preserving | —Unverified | 0 |