| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Differentially Private Exploration in Reinforcement Learning with Linear Representation | Dec 2, 2021 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning | Oct 23, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| An Encryption Method of ConvMixer Models without Performance Degradation | Jul 25, 2022 | Adversarial DefenseClassification | —Unverified | 0 |
| An Empirical Study of Federated Prompt Learning for Vision Language Model | May 29, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 |
| A Comparative Study of Federated Learning Models for COVID-19 Detection | Mar 28, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Privacy Preserving Adaptive Experiment Design | Jan 16, 2024 | Privacy Preserving | —Unverified | 0 |
| Differentially Private False Discovery Rate Control | Jul 11, 2018 | Privacy PreservingTwo-sample testing | —Unverified | 0 |
| AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference | Jun 7, 2020 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent | Mar 21, 2025 | Large Language ModelPrivacy Preserving | —Unverified | 0 |
| An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms | Dec 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An Efficient Privacy-Preserving Multi-Keyword Query Scheme in Location Based Services | Aug 21, 2020 | Privacy Preserving | —Unverified | 0 |
| Automated speech tools for helping communities process restricted-access corpora for language revival efforts | Apr 15, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Advances in Robust Federated Learning: Heterogeneity Considerations | May 16, 2024 | DiversityFederated Learning | —Unverified | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 |
| Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models | Apr 9, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 |
| Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation | Mar 12, 2022 | Federated LearningHyperparameter Optimization | —Unverified | 0 |
| Advancements in Federated Learning: Models, Methods, and Privacy | Feb 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Dropout | Nov 30, 2017 | Privacy Preserving | —Unverified | 0 |
| Differentially Private Federated Combinatorial Bandits with Constraints | Jun 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Federated Learning: A Systematic Review | May 14, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Learning with Per-Sample Adaptive Clipping | Dec 1, 2022 | Privacy Preserving | —Unverified | 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 |