| PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models | Mar 16, 2025 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Efficient and Privacy-Preserved Link Prediction via Condensed Graphs | Mar 15, 2025 | Link PredictionNode Classification | CodeCode Available | 0 |
| Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective | Mar 15, 2025 | Federated LearningImputation | —Unverified | 0 |
| A Survey on Federated Fine-tuning of Large Language Models | Mar 15, 2025 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 |
| PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data | Mar 15, 2025 | Demand ForecastingFeature Importance | —Unverified | 0 |
| TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation | Mar 15, 2025 | Code GenerationPrivacy Preserving | —Unverified | 0 |
| Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning | Mar 15, 2025 | Cloud ComputingFederated Learning | —Unverified | 0 |
| PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders | Mar 14, 2025 | MemorizationPrivacy Preserving | —Unverified | 0 |
| One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling | Mar 13, 2025 | Domain AdaptationFederated Learning | —Unverified | 0 |
| Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks | Mar 13, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
