| Towards hyperparameter-free optimization with differential privacy | Mar 2, 2025 | Privacy Preserving | —Unverified | 0 |
| Asynchronous Personalized Federated Learning through Global Memorization | Mar 1, 2025 | Federated LearningMemorization | —Unverified | 0 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants | Feb 28, 2025 | Privacy Preservingregression | —Unverified | 0 |
| FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework | Feb 27, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks | Feb 27, 2025 | Incremental LearningPrivacy Preserving | —Unverified | 0 |
| Chemical knowledge-informed framework for privacy-aware retrosynthesis learning | Feb 26, 2025 | Privacy PreservingRetrosynthesis | —Unverified | 0 |
| On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels | Feb 25, 2025 | Privacy PreservingQuantization | —Unverified | 0 |
| H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction | Feb 25, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Differentially Private Iterative Screening Rules for Linear Regression | Feb 25, 2025 | Privacy Preservingregression | —Unverified | 0 |
| A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning | Feb 25, 2025 | Privacy Preserving | —Unverified | 0 |
| GOD model: Privacy Preserved AI School for Personal Assistant | Feb 24, 2025 | Imitation LearningPrivacy Preserving | CodeCode Available | 0 |
| CipherPrune: Efficient and Scalable Private Transformer Inference | Feb 24, 2025 | Privacy Preserving | CodeCode Available | 1 |
| Differential privacy guarantees of Markov chain Monte Carlo algorithms | Feb 24, 2025 | Privacy Preserving | —Unverified | 0 |
| RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis | Feb 23, 2025 | Code GenerationPrivacy Preserving | —Unverified | 0 |
| Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions | Feb 23, 2025 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems | Feb 23, 2025 | Privacy Preserving | —Unverified | 0 |
| FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes | Feb 22, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation | Feb 21, 2025 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 |
| ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting | Feb 20, 2025 | Image Captioningmultimodal interaction | —Unverified | 0 |
| Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization | Feb 20, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models | Feb 19, 2025 | Open-Ended Question AnsweringPrivacy Preserving | CodeCode Available | 0 |
| Secure Federated Data Distillation | Feb 19, 2025 | Dataset DistillationPrivacy Preserving | —Unverified | 0 |
| RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models | Feb 18, 2025 | Privacy PreservingRAG | CodeCode Available | 0 |
| Ten Challenging Problems in Federated Foundation Models | Feb 14, 2025 | Continual LearningFederated Learning | —Unverified | 0 |