| Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients | Jul 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications | Oct 12, 2020 | Federated LearningFraud Detection | —Unverified | 0 | 0 |
| Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation | May 20, 2025 | Privacy PreservingRAG | —Unverified | 0 | 0 |
| Differentially Private Reinforcement Learning with Linear Function Approximation | Jan 18, 2022 | Privacy Preservingreinforcement-learning | —Unverified | 0 | 0 |
| Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants | Feb 28, 2025 | Privacy Preservingregression | —Unverified | 0 | 0 |
| Beyond Random Noise: Insights on Anonymization Strategies from a Latent Bandit Study | Sep 30, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation | May 27, 2024 | Face SwappingImage Generation | —Unverified | 0 | 0 |
| Differentially Private Pre-Trained Model Fusion using Decentralized Federated Graph Matching | Nov 5, 2023 | Graph MatchingPrivacy Preserving | —Unverified | 0 | 0 |
| Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning | Dec 3, 2018 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels | Jun 19, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Beyond Identity: What Information Is Stored in Biometric Face Templates? | Sep 21, 2020 | AttributeFace Recognition | —Unverified | 0 | 0 |
| Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks | Sep 1, 2015 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation | Mar 25, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 | 0 |
| Better Methods and Theory for Federated Learning: Compression, Client Selection and Heterogeneity | Jul 1, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction | Dec 23, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Towards the Anonymization of the Language Modeling | Jan 5, 2025 | Causal Language ModelingLanguage Modeling | —Unverified | 0 | 0 |
| A Comprehensive Study on Model Initialization Techniques Ensuring Efficient Federated Learning | Oct 31, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Benchmark for Multi-speaker Anonymization | Jul 8, 2024 | BenchmarkingDisentanglement | —Unverified | 0 | 0 |
| Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees | Sep 27, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |
| Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation | Mar 3, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| BETOLD: A Task-Oriented Dialog Dataset for Breakdown Detection | Oct 1, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Multi-Agent Planning for Logistic-like Problems | Aug 16, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private M-Estimators | Dec 1, 2011 | Privacy Preserving | —Unverified | 0 | 0 |
| Best-First Width Search for Multi Agent Privacy-preserving Planning | Jun 10, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning | Jun 12, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Benchmarking Mutual Information-based Loss Functions in Federated Learning | Apr 16, 2025 | BenchmarkingFairness | —Unverified | 0 | 0 |
| Differentially Private Matrix Completion Revisited | Dec 28, 2017 | Collaborative FilteringMatrix Completion | —Unverified | 0 | 0 |
| Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases | Jul 30, 2014 | Privacy Preservingregression | —Unverified | 0 | 0 |
| Benchmarking LLMs and SLMs for patient reported outcomes | Dec 20, 2024 | BenchmarkingPrivacy Preserving | —Unverified | 0 | 0 |
| FLBench: A Benchmark Suite for Federated Learning | Aug 17, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Adversarial Learning of Privacy-Preserving and Task-Oriented Representations | Nov 22, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Differentially Private Learning with Per-Sample Adaptive Clipping | Dec 1, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Language Models Benefit from Public Pre-training | Sep 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Benchmarking Federated Machine Unlearning methods for Tabular Data | Apr 1, 2025 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Differentially private k-means clustering via exponential mechanism and max cover | Sep 2, 2020 | ClusteringPrivacy Preserving | —Unverified | 0 | 0 |
| BCGS: Blockchain-assisted privacy-preserving cross-domain authentication for VANETs | Mar 15, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Iterative Screening Rules for Linear Regression | Feb 25, 2025 | Privacy Preservingregression | —Unverified | 0 | 0 |
| Privacy-Preserving In-Context Learning for Large Language Models | May 2, 2023 | In-Context LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Prior Learning via Neural Networks for Next-item Recommendation | May 10, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —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 |
| Differentially-Private Heat and Electricity Markets Coordination | Jan 25, 2022 | Privacy PreservingTime Series | —Unverified | 0 | 0 |
| Differentially Private Graph Neural Network with Importance-Grained Noise Adaption | Aug 9, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Bayesian Federated Learning over Wireless Networks | Dec 31, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private GANs for Generating Synthetic Indoor Location Data | Apr 10, 2024 | Indoor LocalizationPrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Federated Learning: A Survey | Apr 26, 2023 | 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 |
| Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation | Dec 20, 2024 | DenoisingFederated Learning | —Unverified | 0 | 0 |
| Differentially Private Federated Learning: A Systematic Review | May 14, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bayesian Differential Privacy through Posterior Sampling | Jun 5, 2013 | Bayesian InferencePrivacy Preserving | —Unverified | 0 | 0 |