| An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models | Feb 11, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions | Feb 11, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Federated Continual Learning: Concepts, Challenges, and Solutions | Feb 10, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| Generating Privacy-Preserving Personalized Advice with Zero-Knowledge Proofs and LLMs | Feb 10, 2025 | Privacy Preserving | —Unverified | 0 |
| A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems | Feb 10, 2025 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Privacy-Preserving Dataset Combination | Feb 9, 2025 | Mortality PredictionPrivacy Preserving | —Unverified | 0 |
| Secure Visual Data Processing via Federated Learning | Feb 9, 2025 | Federated LearningManagement | —Unverified | 0 |
| DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences | Feb 7, 2025 | Federated Learningmodel | —Unverified | 0 |
| LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation | Feb 7, 2025 | AttributeFederated Learning | —Unverified | 0 |
| Differential Privacy of Quantum and Quantum-Inspired-Classical Recommendation Algorithms | Feb 7, 2025 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Generative Models: A Comprehensive Survey | Feb 5, 2025 | Privacy PreservingSurvey | —Unverified | 0 |
| Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies | Feb 5, 2025 | Privacy Preserving | —Unverified | 0 |
| AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth | Feb 5, 2025 | Privacy 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 |
| Learning with Differentially Private (Sliced) Wasserstein Gradients | Feb 3, 2025 | Privacy Preserving | —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 |
| 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 |
| Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review | Jan 31, 2025 | Deep LearningFeature Engineering | —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 |
| Privacy Preserving Charge Location Prediction for Electric Vehicles | Jan 31, 2025 | Federated LearningManagement | —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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |