| A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning | Jul 2, 2025 | Federated LearningIndoor Localization | —Unverified | 0 |
| FedSC: Federated Learning with Semantic-Aware Collaboration | Jun 26, 2025 | Contrastive LearningFederated Learning | CodeCode Available | 0 |
| ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models | Jun 26, 2025 | Privacy Preserving | —Unverified | 0 |
| Empowering Digital Agriculture: A Privacy-Preserving Framework for Data Sharing and Collaborative Research | Jun 25, 2025 | Data IntegrationDimensionality Reduction | —Unverified | 0 |
| Can One Safety Loop Guard Them All? Agentic Guard Rails for Federated Computing | Jun 24, 2025 | AllPrivacy Preserving | —Unverified | 0 |
| Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy | Jun 24, 2025 | Knowledge DistillationLearning with noisy labels | —Unverified | 0 |
| SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation | Jun 24, 2025 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Verifiable Unlearning on Edge | Jun 24, 2025 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| PicoSAM2: Low-Latency Segmentation In-Sensor for Edge Vision Applications | Jun 23, 2025 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 |
| GradualDiff-Fed: A Federated Learning Specialized Framework for Large Language Model | Jun 23, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Mechanistic Interpretability in the Presence of Architectural Obfuscation | Jun 22, 2025 | Large Language ModelPrivacy Preserving | CodeCode Available | 0 |
| AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator | Jun 21, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| EASE: Embodied Active Event Perception via Self-Supervised Energy Minimization | Jun 20, 2025 | Autonomous NavigationPrivacy Preserving | —Unverified | 0 |
| Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks | Jun 20, 2025 | Computational EfficiencyFairness | —Unverified | 0 |
| Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation | Jun 19, 2025 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases | Jun 19, 2025 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference | Jun 18, 2025 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Accessible Gesture-Driven Augmented Reality Interaction System | Jun 18, 2025 | Federated LearningGesture Recognition | —Unverified | 0 |
| Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment | Jun 17, 2025 | ClassificationDeep Learning | —Unverified | 0 |
| On Immutable Memory Systems for Artificial Agents: A Blockchain-Indexed Automata-Theoretic Framework Using ECDH-Keyed Merkle Chains | Jun 16, 2025 | Formal LogicKnowledge Graphs | —Unverified | 0 |
| DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding | Jun 16, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises | Jun 15, 2025 | Causal InferenceData Integration | —Unverified | 0 |
| Privacy-Preserving Federated Learning against Malicious Clients Based on Verifiable Functional Encryption | Jun 15, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Transfer Learning Framework for Multilayer Networks via Model Averaging | Jun 14, 2025 | Link PredictionPrivacy Preserving | —Unverified | 0 |
| Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis | Jun 14, 2025 | Model-based Reinforcement LearningPrivacy Preserving | —Unverified | 0 |