| Amicable Aid: Perturbing Images to Improve Classification Performance | Dec 9, 2021 | Adversarial AttackClassification | —Unverified | 0 | 0 |
| AMI-FML: A Privacy-Preserving Federated Machine Learning Framework for AMI | Sep 13, 2021 | BIG-bench Machine Learningenergy management | —Unverified | 0 | 0 |
| Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning | Mar 7, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis | Dec 29, 2024 | Privacy PreservingReconstruction Attack | —Unverified | 0 | 0 |
| A Multivocal Literature Review on Privacy and Fairness in Federated Learning | Aug 16, 2024 | FairnessFederated Learning | —Unverified | 0 | 0 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 | 0 |
| An advanced data fabric architecture leveraging homomorphic encryption and federated learning | Feb 15, 2024 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| An Algorithm for Learning Shape and Appearance Models without Annotations | Jul 27, 2018 | Image RegistrationPrivacy Preserving | —Unverified | 0 | 0 |
| Analysing Fairness of Privacy-Utility Mobility Models | Apr 10, 2023 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario | Oct 20, 2022 | Data PoisoningFederated Learning | —Unverified | 0 | 0 |
| An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs | May 23, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| An Attribute-Aligned Strategy for Learning Speech Representation | Jun 5, 2021 | AttributeEmotion Recognition | —Unverified | 0 | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 | 0 |
| An Efficient Privacy-Preserving Multi-Keyword Query Scheme in Location Based Services | Aug 21, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms | Dec 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| An Empirical Study of Federated Prompt Learning for Vision Language Model | May 29, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 | 0 |
| An Encryption Method of ConvMixer Models without Performance Degradation | Jul 25, 2022 | Adversarial DefenseClassification | —Unverified | 0 | 0 |
| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 | 0 |
| An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition | Oct 12, 2022 | Ensemble LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning | May 1, 2022 | Dimensionality ReductionFederated Learning | —Unverified | 0 | 0 |
| An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging | Jul 18, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place | Apr 4, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| FLBench: A Benchmark Suite for Federated Learning | Aug 17, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning | Jun 12, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Towards the Anonymization of the Language Modeling | Jan 5, 2025 | Causal Language ModelingLanguage Modeling | —Unverified | 0 | 0 |
| Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation | May 27, 2024 | Face SwappingImage Generation | —Unverified | 0 | 0 |
| Anonymizing Data for Privacy-Preserving Federated Learning | Feb 21, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Anonymizing medical case-based explanations through disentanglement | Nov 8, 2023 | counterfactualDecision Making | —Unverified | 0 | 0 |
| An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation | May 31, 2022 | Active LearningDensity Estimation | —Unverified | 0 | 0 |
| A note on privacy preserving iteratively reweighted least squares | May 24, 2016 | Privacy PreservingSensitivity | —Unverified | 0 | 0 |
| Another Use of SMOTE for Interpretable Data Collaboration Analysis | Aug 26, 2022 | feature selectionPrivacy Preserving | —Unverified | 0 | 0 |
| A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss | Apr 6, 2025 | Federated LearningKnowledge Distillation | —Unverified | 0 | 0 |
| A Novel Multimodal System to Predict Agitation in People with Dementia Within Clinical Settings: A Proof of Concept | Oct 26, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Novel Privacy-Preserving Deep Learning Scheme without Using Cryptography Component | Aug 21, 2019 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 | 0 |
| A Novel Review of Stability Techniques for Improved Privacy-Preserving Machine Learning | May 31, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Novel Zero-Trust Identity Framework for Agentic AI: Decentralized Authentication and Fine-Grained Access Control | May 25, 2025 | AttributeManagement | —Unverified | 0 | 0 |
| An Overview of AI and Blockchain Integration for Privacy-Preserving | May 6, 2023 | De-identificationManagement | —Unverified | 0 | 0 |
| An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications | Jan 26, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Parameter Privacy-Preserving Strategy for Mixed-Autonomy Platoon Control | Jan 28, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Personal Privacy Preserving Framework: I Let You Know Who Can See What | Jul 8, 2018 | DescriptiveMulti-Task Learning | —Unverified | 0 | 0 |
| Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals | Aug 23, 2022 | Decision MakingElectrocardiography (ECG) | —Unverified | 0 | 0 |
| Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving | Jun 13, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning | Jul 4, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |
| A Privacy-Preserving and Trustable Multi-agent Learning Framework | Jun 2, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images | Oct 31, 2020 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 | 0 |
| A Privacy Preserving Data Publishing Middleware for Unstructured, Textual Social Media Data | May 1, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors | Nov 19, 2022 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 | 0 |
| A privacy-preserving distributed computational approach for distributed locational marginal prices | Mar 25, 2021 | ManagementPrivacy Preserving | —Unverified | 0 | 0 |
| A privacy-preserving, distributed and cooperative FCM-based learning approach for cancer research | Feb 15, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |