| Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference | Jun 18, 2025 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment | Jun 17, 2025 | ClassificationDeep Learning | —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 |
| 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 |
| 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 |
| Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis | Jun 14, 2025 | Model-based Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| A Transfer Learning Framework for Multilayer Networks via Model Averaging | Jun 14, 2025 | Link PredictionPrivacy Preserving | —Unverified | 0 |
| SecONNds: Secure Outsourced Neural Network Inference on ImageNet | Jun 13, 2025 | CPUGPU | CodeCode Available | 0 |
| Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning | Jun 11, 2025 | Federated LearningInformation Retrieval | —Unverified | 0 |
| Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols | Jun 11, 2025 | Data PoisoningGraph Learning | —Unverified | 0 |
| FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models | Jun 11, 2025 | BenchmarkingFederated Learning | —Unverified | 0 |
| Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches | Jun 11, 2025 | Federated LearningMeta-Learning | —Unverified | 0 |
| A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck | Jun 10, 2025 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| Are Trees Really Green? A Detection Approach of IoT Malware Attacks | Jun 9, 2025 | Intrusion DetectionPrivacy Preserving | —Unverified | 0 |
| Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator | Jun 9, 2025 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 0 |
| TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems | Jun 9, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning | Jun 7, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| QualitEye: Public and Privacy-preserving Gaze Data Quality Verification | Jun 6, 2025 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR | Jun 6, 2025 | Federated LearningMixed Reality | —Unverified | 0 |
| Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models | Jun 6, 2025 | Federated LearningMemorization | —Unverified | 0 |
| PixCell: A generative foundation model for digital histopathology images | Jun 5, 2025 | Cell SegmentationData Augmentation | —Unverified | 0 |
| Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning | Jun 4, 2025 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 0 |
| Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets | Jun 4, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification | Jun 4, 2025 | Privacy Preserving | —Unverified | 0 |