| AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator | Jun 21, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Advancements in Federated Learning: Models, Methods, and Privacy | Feb 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Advances in Robust Federated Learning: Heterogeneity Considerations | May 16, 2024 | DiversityFederated Learning | —Unverified | 0 | 0 |
| Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap | Mar 19, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond | Sep 1, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization | Jan 30, 2025 | Decision MakingFederated Learning | —Unverified | 0 | 0 |
| Adversarial Learning of Privacy-Preserving and Task-Oriented Representations | Nov 22, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Adversarial Test on Learnable Image Encryption | Jul 31, 2019 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 | 0 |
| Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning | Aug 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| A Fairness Analysis on Private Aggregation of Teacher Ensembles | Sep 17, 2021 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities | Dec 6, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 | 0 |
| A Federated Approach to Predict Emojis in Hindi Tweets | Oct 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Deep Learning Approach for Privacy-Preserving Real-Time Transient Stability Predictions in Power Systems | Mar 5, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Federated Learning Approach to Privacy Preserving Offensive Language Identification | Apr 17, 2024 | Federated LearningLanguage Identification | —Unverified | 0 | 0 |
| A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction | May 13, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges | Aug 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency | Jan 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning | Mar 22, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection | Oct 31, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations | Aug 25, 2020 | Collaborative FilteringFederated Learning | —Unverified | 0 | 0 |
| A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism | Mar 12, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Framework for Distributed and Compositional Stability Analysis of Power Grids | Mar 16, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| A Framework for Double-Blind Federated Adaptation of Foundation Models | Feb 3, 2025 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| A Framework for Privacy-Preserving in IoV Using Federated Learning With Differential Privacy | Dec 9, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Game-theoretic Framework for Privacy-preserving Federated Learning | Apr 11, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning | Sep 24, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 | 0 |
| AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems | Apr 1, 2025 | Privacy PreservingRAG | —Unverified | 0 | 0 |
| Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability | Aug 14, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 | 0 |
| A Global Medical Data Security and Privacy Preserving Standards Identification Framework for Electronic Healthcare Consumers | Oct 4, 2024 | DescriptivePrivacy Preserving | —Unverified | 0 | 0 |
| A Graph Federated Architecture with Privacy Preserving Learning | Apr 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks | Aug 10, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| A Hybrid Federated Kernel Regularized Least Squares Algorithm | Jul 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| AI and Democracy's Digital Identity Crisis | Sep 25, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth | Feb 5, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| AIDRIN 2.0: A Framework to Assess Data Readiness for AI | May 22, 2025 | FairnessFederated Learning | —Unverified | 0 | 0 |
| AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach | Jan 26, 2025 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 | 0 |
| Data science and AI in FinTech: An overview | Jul 10, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning | May 2, 2021 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 | 0 |
| AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion | Jan 23, 2025 | Collaborative FilteringFederated Learning | —Unverified | 0 | 0 |
| AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions | Feb 11, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| A Joint Energy and Latency Framework for Transfer Learning over 5G Industrial Edge Networks | Apr 19, 2021 | Privacy PreservingTransfer Learning | —Unverified | 0 | 0 |
| Declarative Privacy-Preserving Inference Queries | Jan 22, 2024 | Federated LearningManagement | —Unverified | 0 | 0 |
| Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams | Mar 7, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| A Lightweight and Privacy-Preserving Authentication Protocol for Mobile Edge Computing | Feb 27, 2020 | Cloud ComputingEdge-computing | —Unverified | 0 | 0 |
| Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation | Nov 27, 2023 | DisentanglementDomain Adaptation | —Unverified | 0 | 0 |
| (Almost) No Label No Cry | Dec 1, 2014 | Generalization BoundsPrivacy Preserving | —Unverified | 0 | 0 |
| A LoRa-based Energy-efficient Sensing System for Urban Data Collection | Jun 10, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect | Aug 19, 2024 | MemorizationOutlier Detection | —Unverified | 0 | 0 |