| ABCDP: Approximate Bayesian Computation with Differential Privacy | Oct 11, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| A Benchmark for Multi-speaker Anonymization | Jul 8, 2024 | BenchmarkingDisentanglement | —Unverified | 0 | 0 |
| ABG: A Multi-Party Mixed Protocol Framework for Privacy-Preserving Cooperative Learning | Feb 7, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| A blockchain-orchestrated Federated Learning architecture for healthcare consortia | Oct 12, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Blockchain Solution for Collaborative Machine Learning over IoT | Nov 23, 2023 | Federated LearningIncremental Learning | —Unverified | 0 | 0 |
| PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data | Mar 15, 2025 | Demand ForecastingFeature Importance | —Unverified | 0 | 0 |
| A capacity renting framework for shared energy storage considering peer-to-peer energy trading of prosumers with privacy protection | Nov 9, 2024 | energy tradingPrivacy Preserving | —Unverified | 0 | 0 |
| A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs | Apr 20, 2025 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses | Oct 18, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Accelerating Fair Federated Learning: Adaptive Federated Adam | Jan 23, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling | Jul 24, 2021 | Autonomous DrivingLearning Theory | —Unverified | 0 | 0 |
| Accelerating Federated Edge Learning via Topology Optimization | Apr 1, 2022 | 3D Object DetectionDecision Making | —Unverified | 0 | 0 |
| Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems | Jul 28, 2020 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Accessible Gesture-Driven Augmented Reality Interaction System | Jun 18, 2025 | Federated LearningGesture Recognition | —Unverified | 0 | 0 |
| AccidentGPT: Large Multi-Modal Foundation Model for Traffic Accident Analysis | Jan 5, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding | Dec 16, 2024 | Adversarial RobustnessBrain Computer Interface | —Unverified | 0 | 0 |
| A chaotic maps-based privacy-preserving distributed deep learning for incomplete and Non-IID datasets | Feb 15, 2024 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| Achieving Differential Privacy in Vertically Partitioned Multiparty Learning | Nov 11, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| A Comparative Study of Federated Learning Models for COVID-19 Detection | Mar 28, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Exploit the Leak: Understanding Risks in Biometric Matchers | Jul 25, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis | May 18, 2025 | AnatomyComputational Efficiency | —Unverified | 0 | 0 |
| A Comprehensive Study on Model Initialization Techniques Ensuring Efficient Federated Learning | Oct 31, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A compressive multi-kernel method for privacy-preserving machine learning | Jun 20, 2021 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| A Control-Recoverable Added-Noise-based Privacy Scheme for LQ Control in Networked Control Systems | Mar 20, 2024 | Privacy PreservingState Estimation | —Unverified | 0 | 0 |
| Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment | Jun 17, 2025 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| Active Distribution Learning from Indirect Samples | Aug 16, 2018 | Privacy Preserving | —Unverified | 0 | 0 |
| Active Inference for Energy Control and Planning in Smart Buildings and Communities | Mar 23, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
| ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation | Dec 8, 2023 | Active LearningDomain Adaptation | —Unverified | 0 | 0 |
| AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning | May 22, 2024 | Face ModelFace Recognition | —Unverified | 0 | 0 |
| Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation | Jun 4, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI | Oct 29, 2024 | Federated LearningMRI segmentation | —Unverified | 0 | 0 |
| Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data | Mar 27, 2025 | Few-Shot LearningMeta-Learning | —Unverified | 0 | 0 |
| Adaptive Federated Minimax Optimization with Lower Complexities | Nov 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Adaptive Federated Pruning in Hierarchical Wireless Networks | May 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack | Mar 14, 2024 | Data AugmentationFace Recognition | —Unverified | 0 | 0 |
| Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning | May 25, 2022 | Privacy PreservingSelf-Supervised Learning | —Unverified | 0 | 0 |
| Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning | Jul 14, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Addressing Client Drift in Federated Continual Learning with Adaptive Optimization | Mar 24, 2022 | Continual LearningFederated Learning | —Unverified | 0 | 0 |
| Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers | Apr 1, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 | 0 |
| Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs | Oct 13, 2023 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 | 0 |
| A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research | Sep 19, 2024 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis | Dec 6, 2024 | Privacy PreservingSurvival Analysis | —Unverified | 0 | 0 |
| A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow | Nov 25, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric | Oct 22, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric | Nov 1, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| A Distance Measure for Privacy-preserving Process Mining based on Feature Learning | Jul 14, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| A Distributed Privacy-Preserving Learning Dynamics in General Social Networks | Nov 15, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease | Oct 23, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs | May 22, 2024 | Privacy PreservingQuantization | —Unverified | 0 | 0 |