| Secure multiparty computations in floating-point arithmetic | Jan 9, 2020 | AllMathematical Proofs | —Unverified | 0 | 0 |
| SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE | Nov 17, 2022 | Privacy Preservingregression | —Unverified | 0 | 0 |
| Secure Social Recommendation based on Secret Sharing | Feb 6, 2020 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| Secure Split Learning against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks | Apr 19, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning | Jun 2, 2020 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| Secure Visual Data Processing via Federated Learning | Feb 9, 2025 | Federated LearningManagement | —Unverified | 0 | 0 |
| Securing Federated Learning against Overwhelming Collusive Attackers | Sep 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Securing Genomic Data Against Inference Attacks in Federated Learning Environments | May 12, 2025 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach | Mar 15, 2022 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 | 0 |
| Securing the Future: Innovations in Privacy-Preserving Integrated Sensing for Industrial Cyber-Physical Systems | Jan 1, 2024 | ManagementPrivacy Preserving | —Unverified | 0 | 0 |
| Security and Privacy Preserving Deep Learning | Jun 23, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 | 0 |
| Security of Internet of Agents: Attacks and Countermeasures | May 12, 2025 | Decision MakingPrivacy Preserving | —Unverified | 0 | 0 |
| Security Protection in Cooperative Control of Multi-agent Systems | May 6, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Contrasting Adversarial Perturbations: The Space of Harmless Perturbations | Feb 3, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| See through Gradients: Image Batch Recovery via GradInversion | Apr 15, 2021 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization | Jan 1, 2023 | Image SegmentationPose Estimation | —Unverified | 0 | 0 |
| Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition | Mar 19, 2024 | Action RecognitionAttribute | —Unverified | 0 | 0 |
| Selective Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition | Jan 1, 2024 | Action RecognitionAttribute | —Unverified | 0 | 0 |
| Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos | Mar 10, 2025 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity | Dec 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Semi-decentralized Federated Ego Graph Learning for Recommendation | Feb 10, 2023 | Collaborative FilteringGraph Learning | —Unverified | 0 | 0 |
| Sensing-Resistance-Oriented Beamforming for Privacy Protection from ISAC Devices | Apr 8, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 | 0 |
| Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption | Apr 26, 2023 | Privacy PreservingTransfer Learning | —Unverified | 0 | 0 |
| SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles | Apr 11, 2022 | FairnessPrivacy Preserving | —Unverified | 0 | 0 |
| SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices | Jul 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients | Mar 3, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Shared MF: A privacy-preserving recommendation system | Aug 18, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking | Jul 24, 2017 | Information RetrievalPrivacy Preserving | —Unverified | 0 | 0 |
| Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection | Oct 12, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data | Dec 19, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation | Oct 4, 2023 | 3D Scene ReconstructionNeRF | —Unverified | 0 | 0 |
| Shuffled Differentially Private Federated Learning for Time Series Data Analytics | Jul 30, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 | 0 |
| Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models | Jun 6, 2025 | Federated LearningMemorization | —Unverified | 0 | 0 |
| Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology | Apr 23, 2025 | DiagnosticFederated Learning | —Unverified | 0 | 0 |
| Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition | Oct 3, 2022 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Smart Policy Control for Securing Federated Learning Management System | May 16, 2023 | Federated LearningManagement | —Unverified | 0 | 0 |
| SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data | Jun 2, 2025 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |
| Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy | Oct 19, 2020 | BIG-bench Machine LearningData Poisoning | —Unverified | 0 | 0 |
| SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images | Nov 27, 2020 | ObjectPrivacy Preserving | —Unverified | 0 | 0 |
| Social Vehicle Swarms: A Novel Perspective on Social-aware Vehicular Communication Architecture | Oct 29, 2018 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Sociodynamics-inspired Adaptive Coalition and Client Selection in Federated Learning | Jun 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal | Aug 7, 2024 | BenchmarkingHard Attention | —Unverified | 0 | 0 |
| SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation | Jun 24, 2025 | Image GenerationPrivacy Preserving | —Unverified | 0 | 0 |
| SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability | Oct 31, 2022 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| On the Impossible Safety of Large AI Models | Sep 30, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| SoK: Privacy-Preserving Collaborative Tree-based Model Learning | Mar 16, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 | 0 |
| SoK: Privacy-Preserving Data Synthesis | Jul 5, 2023 | Image GenerationPrivacy Preserving | —Unverified | 0 | 0 |
| SoK: Privacy-preserving Deep Learning with Homomorphic Encryption | Dec 23, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges | Apr 11, 2022 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 | 0 |
| SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation | Dec 6, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |