| SoK: What Makes Private Learning Unfair? | Jan 24, 2025 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| Source Anonymity for Private Random Walk Decentralized Learning | May 11, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0 | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Sparsified Secure Aggregation for Privacy-Preserving Federated Learning | Dec 23, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data | Aug 20, 2021 | Computed Tomography (CT)Privacy Preserving | —Unverified | 0 | 0 |
| Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces | Aug 14, 2020 | AllAutomatic Speech Recognition | —Unverified | 0 | 0 |
| Speed-up of Data Analysis with Kernel Trick in Encrypted Domain | Jun 14, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| SPEFL: Efficient Security and Privacy Enhanced Federated Learning Against Poisoning Attacks | Jan 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics | Aug 21, 2023 | Computational EfficiencyDeep Learning | —Unverified | 0 | 0 |
| Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability | Mar 10, 2025 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| Split Two-Tower Model for Efficient and Privacy-Preserving Cross-device Federated Recommendation | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SPRITE: A Scalable Privacy-Preserving and Verifiable Collaborative Learning for Industrial IoT | Mar 22, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| sqSGD: Locally Private and Communication Efficient Federated Learning | Jun 21, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud | Jun 4, 2024 | Cloud ComputingPrivacy Preserving | —Unverified | 0 | 0 |
| Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection | Jan 19, 2024 | Federated LearningFraud Detection | —Unverified | 0 | 0 |
| StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems | May 20, 2024 | Federated LearningIntrusion Detection | —Unverified | 0 | 0 |
| State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey | Feb 25, 2024 | AttributePrivacy Preserving | —Unverified | 0 | 0 |
| Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences | Oct 20, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 | 0 |
| ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation | Jun 4, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Step length measurement in the wild using FMCW radar | Jan 3, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving | Oct 23, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Stochastic Client Selection for Federated Learning with Volatile Clients | Nov 17, 2020 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design | Nov 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Stochastic Coded Federated Learning with Convergence and Privacy Guarantees | Jan 25, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition | Jan 8, 2023 | Action RecognitionFacial Expression Recognition (FER) | —Unverified | 0 | 0 |