| 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 |