| 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 |
| Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning | Aug 16, 2021 | 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 |
| Distributed Coordination of Deferrable Loads: A Real-time Market with Self-fulfilling Forecasts | Jun 15, 2020 | Privacy PreservingScheduling | —Unverified | 0 | 0 |
| DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks | Jan 15, 2024 | Federated LearningPrediction | —Unverified | 0 | 0 |
| Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment | Jan 1, 2025 | Domain AdaptationPrivacy Preserving | —Unverified | 0 | 0 |
| Distilling On-Device Intelligence at the Network Edge | Aug 16, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| Blind quantum machine learning with quantum bipartite correlator | Oct 19, 2023 | Privacy PreservingQuantum Machine Learning | —Unverified | 0 | 0 |
| Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation | Jun 1, 2019 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Blind Federated Learning without initial model | Apr 24, 2024 | Federated Learningmodel | —Unverified | 0 | 0 |
| Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning | Feb 5, 2019 | Deep LearningGPU | —Unverified | 0 | 0 |
| BLAZE: Blazing Fast Privacy-Preserving Machine Learning | May 18, 2020 | BenchmarkingBIG-bench Machine Learning | —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 |
| Disentangling the Linguistic Competence of Privacy-Preserving BERT | Oct 17, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| DiffUMI: Training-Free Universal Model Inversion via Unconditional Diffusion for Face Recognition | Apr 25, 2025 | Face GenerationFace Recognition | —Unverified | 0 | 0 |
| Difficulty in estimating visual information from randomly sampled images | Dec 16, 2020 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 | 0 |
| Differential Private Stack Generalization with an Application to Diabetes Prediction | Nov 23, 2018 | Diabetes PredictionEnsemble Learning | —Unverified | 0 | 0 |
| Birds Eye View Social Distancing Analysis System | Dec 14, 2021 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Another Use of SMOTE for Interpretable Data Collaboration Analysis | Aug 26, 2022 | feature selectionPrivacy Preserving | —Unverified | 0 | 0 |
| Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation | Feb 10, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| Differential Private Federated Transfer Learning for Mental Health Monitoring in Everyday Settings: A Case Study on Stress Detection | Feb 16, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differential Privacy Under Class Imbalance: Methods and Empirical Insights | Nov 8, 2024 | Fraud DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Differential Privacy Overview and Fundamental Techniques | Nov 7, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Binary Mechanisms under Privacy-Preserving Noise | Jan 17, 2023 | Privacy PreservingSensitivity | —Unverified | 0 | 0 |
| A note on privacy preserving iteratively reweighted least squares | May 24, 2016 | Privacy PreservingSensitivity | —Unverified | 0 | 0 |
| Adversarial Test on Learnable Image Encryption | Jul 31, 2019 | Adversarial RobustnessPrivacy Preserving | —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 |
| Differential Privacy of Quantum and Quantum-Inspired-Classical Recommendation Algorithms | Feb 7, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Binary Federated Learning with Client-Level Differential Privacy | Aug 7, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings | Nov 16, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| Differential Privacy May Have a Potential Optimization Effect on Some Swarm Intelligence Algorithms besides Privacy-preserving | Jun 30, 2023 | Metaheuristic OptimizationPrivacy Preserving | —Unverified | 0 | 0 |
| Bilevel Optimization for Differentially Private Optimization in Energy Systems | Jan 26, 2020 | Bilevel OptimizationPrivacy Preserving | —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 |
| Differential privacy guarantees of Markov chain Monte Carlo algorithms | Feb 24, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction | Apr 25, 2025 | Decision MakingDisease Prediction | —Unverified | 0 | 0 |
| Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference | Feb 2, 2024 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 | 0 |
| Anonymizing medical case-based explanations through disentanglement | Nov 8, 2023 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Differential Privacy and Machine Learning: a Survey and Review | Dec 24, 2014 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Mitigating Statistical Bias within Differentially Private Synthetic Data | Aug 24, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey | Feb 16, 2022 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Wireless Federated Learning Using Orthogonal Sequences | Jun 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bias and Variance of Post-processing in Differential Privacy | Oct 9, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Variational Dropout | Nov 30, 2017 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Training of Mixture of Experts Models | Feb 11, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 | 0 |
| Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders | Apr 22, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |
| BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models | Jul 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse | Oct 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Anonymizing Data for Privacy-Preserving Federated Learning | Feb 21, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Differentially Private Submodular Maximization: Data Summarization in Disguise | Aug 1, 2017 | Data SummarizationPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Stochastic Gradient Descent with Low-Noise | Sep 9, 2022 | Privacy Preserving | —Unverified | 0 | 0 |