| BCGS: Blockchain-assisted privacy-preserving cross-domain authentication for VANETs | Mar 15, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Benchmarking Federated Machine Unlearning methods for Tabular Data | Apr 1, 2025 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Benchmarking LLMs and SLMs for patient reported outcomes | Dec 20, 2024 | BenchmarkingPrivacy Preserving | —Unverified | 0 | 0 |
| Benchmarking Mutual Information-based Loss Functions in Federated Learning | Apr 16, 2025 | BenchmarkingFairness | —Unverified | 0 | 0 |
| Best-First Width Search for Multi Agent Privacy-preserving Planning | Jun 10, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| BETOLD: A Task-Oriented Dialog Dataset for Breakdown Detection | Oct 1, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction | Dec 23, 2024 | Federated LearningKnowledge Distillation | —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 |
| Beyond Identity: What Information Is Stored in Biometric Face Templates? | Sep 21, 2020 | AttributeFace Recognition | —Unverified | 0 | 0 |
| Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning | Dec 3, 2018 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Beyond Random Noise: Insights on Anonymization Strategies from a Latent Bandit Study | Sep 30, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation | May 20, 2025 | Privacy PreservingRAG | —Unverified | 0 | 0 |
| Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients | Jul 6, 2024 | 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 |
| BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models | Jul 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bias and Variance of Post-processing in Differential Privacy | Oct 9, 2020 | Privacy Preserving | —Unverified | 0 | 0 |
| Mitigating Statistical Bias within Differentially Private Synthetic Data | Aug 24, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference | Feb 2, 2024 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 | 0 |
| Bilevel Optimization for Differentially Private Optimization in Energy Systems | Jan 26, 2020 | Bilevel OptimizationPrivacy Preserving | —Unverified | 0 | 0 |
| Binary Federated Learning with Client-Level Differential Privacy | Aug 7, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Binary Mechanisms under Privacy-Preserving Noise | Jan 17, 2023 | Privacy PreservingSensitivity | —Unverified | 0 | 0 |
| Birds Eye View Social Distancing Analysis System | Dec 14, 2021 | object-detectionObject Detection | —Unverified | 0 | 0 |
| BLAZE: Blazing Fast Privacy-Preserving Machine Learning | May 18, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Blind Federated Learning without initial model | Apr 24, 2024 | Federated Learningmodel | —Unverified | 0 | 0 |
| Blind quantum machine learning with quantum bipartite correlator | Oct 19, 2023 | Privacy PreservingQuantum Machine Learning | —Unverified | 0 | 0 |
| Blind Targeting: Personalization under Third-Party Privacy Constraints | Jul 7, 2025 | Bayesian OptimizationPrivacy Preserving | —Unverified | 0 | 0 |
| Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing | Oct 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Blockchain as a Service: A Decentralized and Secure Computing Paradigm | Jul 5, 2018 | Cloud ComputingPrivacy Preserving | —Unverified | 0 | 0 |
| Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior | Jul 19, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Blockchain-based Federated Learning for Failure Detection in Industrial IoT | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles | Mar 1, 2021 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| Blockchain-based Trustworthy Federated Learning Architecture | Aug 16, 2021 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing | Dec 30, 2024 | Edge-computingFairness | —Unverified | 0 | 0 |
| Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness | Jul 29, 2023 | Decision MakingFederated Learning | —Unverified | 0 | 0 |
| Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare | May 31, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Blockchain Powered Edge Intelligence for U-Healthcare in Privacy Critical and Time Sensitive Environment | May 31, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning | Jul 8, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Boomerang: Local sampling on image manifolds using diffusion models | Oct 21, 2022 | Data AugmentationImage Enhancement | —Unverified | 0 | 0 |
| Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations | Apr 11, 2025 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Bootstrap Model Aggregation for Distributed Statistical Learning | Jul 4, 2016 | modelPrivacy Preserving | —Unverified | 0 | 0 |
| Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information | May 6, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare | Jul 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification | Apr 24, 2024 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning | Jan 10, 2024 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning | Jun 7, 2025 | Continual LearningFederated Learning | —Unverified | 0 | 0 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 | 0 |
| Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation | Apr 14, 2024 | Earth ObservationFederated Learning | —Unverified | 0 | 0 |
| Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning | Sep 30, 2023 | Federated LearningModel Compression | —Unverified | 0 | 0 |
| Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis | Sep 9, 2022 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 | 0 |
| MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-Preserving Byzantine-Robust Clustering | Aug 22, 2022 | ClusteringFederated Learning | —Unverified | 0 | 0 |