| A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning | Feb 25, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| A Survey on Blockchain-Based Federated Learning and Data Privacy | Jun 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Cluster-based Federated Learning | Jan 29, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Decentralized Federated Learning | Aug 8, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Efficient Federated Learning Methods for Foundation Model Training | Jan 9, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| A Survey on LLM-based News Recommender Systems | Feb 13, 2025 | BenchmarkingFairness | —Unverified | 0 | 0 |
| A Survey on Participant Selection for Federated Learning in Mobile Networks | Jul 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security | Oct 3, 2024 | Decision MakingFederated Learning | —Unverified | 0 | 0 |
| A survey on secure decentralized optimization and learning | Aug 16, 2024 | Decision MakingDistributed Optimization | —Unverified | 0 | 0 |
| A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond | Mar 7, 2025 | NavigatePrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Vertical Federated Learning: From a Layered Perspective | Apr 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems | Feb 10, 2025 | Autonomous DrivingEdge-computing | —Unverified | 0 | 0 |
| Asynchronous Distributed Learning from Constraints | Nov 13, 2019 | Document ClassificationPrivacy Preserving | —Unverified | 0 | 0 |
| Asynchronous Personalized Federated Learning through Global Memorization | Mar 1, 2025 | Federated LearningMemorization | —Unverified | 0 | 0 |
| Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients | Dec 9, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| A synthetic dataset of French electric load curves with temperature conditioning | Apr 18, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization | Sep 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results | May 23, 2024 | AttributeFairness | —Unverified | 0 | 0 |
| A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification | Nov 10, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 | 0 |
| A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer | Nov 22, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| A Transfer Learning Framework for Multilayer Networks via Model Averaging | Jun 14, 2025 | Link PredictionPrivacy Preserving | —Unverified | 0 | 0 |
| ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems | Jan 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis | May 13, 2025 | Continual LearningMultiple Instance Learning | —Unverified | 0 | 0 |
| Audit and Improve Robustness of Private Neural Networks on Encrypted Data | Sep 20, 2022 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 | 0 |
| Auditing and Generating Synthetic Data with Controllable Trust Trade-offs | Apr 21, 2023 | Model SelectionPrivacy Preserving | —Unverified | 0 | 0 |
| Auditing f-Differential Privacy in One Run | Oct 29, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures | Oct 12, 2020 | Privacy PreservingQuery-focused Summarization | —Unverified | 0 | 0 |
| A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy | Jun 14, 2023 | Node ClassificationPrivacy Preserving | —Unverified | 0 | 0 |
| A Unified Learn-to-Distort-Data Framework for Privacy-Utility Trade-off in Trustworthy Federated Learning | Jul 5, 2024 | Federated LearningNavigate | —Unverified | 0 | 0 |
| A Unified View of Differentially Private Deep Generative Modeling | Sep 27, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation | Mar 12, 2022 | Federated LearningHyperparameter Optimization | —Unverified | 0 | 0 |
| Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models | Apr 9, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Automated speech tools for helping communities process restricted-access corpora for language revival efforts | Apr 15, 2022 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent | Mar 21, 2025 | Large Language ModelPrivacy Preserving | —Unverified | 0 | 0 |
| AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference | Jun 7, 2020 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning | Oct 23, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Wireless-Vision Dataset for Privacy Preserving Human Activity Recognition | May 24, 2022 | Action SegmentationActivity Recognition | —Unverified | 0 | 0 |
| B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction | Oct 23, 2023 | Federated LearningPrediction | —Unverified | 0 | 0 |
| Backdoor Attack on Vertical Federated Graph Neural Network Learning | Oct 15, 2024 | Backdoor AttackFederated Learning | —Unverified | 0 | 0 |
| BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks | Nov 1, 2024 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Balanced Multi-modal Federated Learning via Cross-Modal Infiltration | Dec 31, 2023 | Distributed ComputingFederated Learning | —Unverified | 0 | 0 |
| Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization | Apr 19, 2025 | Action RecognitionActivity Recognition | —Unverified | 0 | 0 |
| Privacy-Preserving Taxi-Demand Prediction Using Federated Learning | May 14, 2023 | Federated LearningPrediction | —Unverified | 0 | 0 |
| Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning | Jul 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Bayesian Differential Privacy through Posterior Sampling | Jun 5, 2013 | Bayesian InferencePrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Federated Learning: A Survey | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Federated Learning over Wireless Networks | Dec 31, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Prior Learning via Neural Networks for Next-item Recommendation | May 10, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |