| Universal Semantic Disentangled Privacy-preserving Speech Representation Learning | May 19, 2025 | DecoderPrivacy Preserving | —Unverified | 0 |
| RIFLES: Resource-effIcient Federated LEarning via Scheduling | May 19, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Outsourced Privacy-Preserving Feature Selection Based on Fully Homomorphic Encryption | May 19, 2025 | feature selectionPrivacy Preserving | —Unverified | 0 |
| Learnware of Language Models: Specialized Small Language Models Can Do Big | May 19, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 2 |
| A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis | May 18, 2025 | AnatomyComputational Efficiency | —Unverified | 0 |
| PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs | May 18, 2025 | ArticlesAttribute | CodeCode Available | 0 |
| PoLO: Proof-of-Learning and Proof-of-Ownership at Once with Chained Watermarking | May 18, 2025 | Privacy Preserving | —Unverified | 0 |
| On Membership Inference Attacks in Knowledge Distillation | May 17, 2025 | Knowledge DistillationPrivacy Preserving | CodeCode Available | 0 |
| Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning | May 16, 2025 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Random Client Selection on Contrastive Federated Learning for Tabular Data | May 16, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Optimal Allocation of Privacy Budget on Hierarchical Data Release | May 16, 2025 | Privacy Preserving | —Unverified | 0 |
| Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration | May 16, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations | May 15, 2025 | Federated LearningGraph Learning | —Unverified | 0 |
| Chisme: Fully Decentralized Differentiated Deep Learning for Edge Intelligence | May 14, 2025 | Deep LearningFederated Learning | —Unverified | 0 |
| Toward Fair Federated Learning under Demographic Disparities and Data Imbalance | May 14, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks | May 14, 2025 | Privacy Preserving | —Unverified | 0 |
| Improved Algorithms for Differentially Private Language Model Alignment | May 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis | May 13, 2025 | Continual LearningMultiple Instance Learning | —Unverified | 0 |
| Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations | May 13, 2025 | EconometricsFederated Learning | —Unverified | 0 |
| Security of Internet of Agents: Attacks and Countermeasures | May 12, 2025 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Securing Genomic Data Against Inference Attacks in Federated Learning Environments | May 12, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| Privacy Risks of Robot Vision: A User Study on Image Modalities and Resolution | May 12, 2025 | Privacy PreservingSemantic Segmentation | —Unverified | 0 |
| OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit | May 12, 2025 | GPUPrivacy Preserving | CodeCode Available | 4 |
| Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies | May 12, 2025 | Federated LearningKolmogorov-Arnold Networks | —Unverified | 0 |
| Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence | May 11, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |