| R+R:Understanding Hyperparameter Effects in DP-SGD | Nov 4, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization Benchmark | Jul 18, 2024 | 3D Human Pose EstimationBenchmarking | —Unverified | 0 | 0 |
| S3ML: A Secure Serving System for Machine Learning Inference | Oct 13, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 | 0 |
| S++: A Fast and Deployable Secure-Computation Framework for Privacy-Preserving Neural Network Training | Jan 28, 2021 | Privacy Preserving | —Unverified | 0 | 0 |
| Safe Fakes: Evaluating Face Anonymizers for Face Detectors | Apr 23, 2021 | Face DetectionGenerative Adversarial Network | —Unverified | 0 | 0 |
| Safeguarding Federated Learning-based Road Condition Classification | Jul 16, 2025 | Autonomous DrivingClassification | —Unverified | 0 | 0 |
| SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy | Dec 30, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 | 0 |
| Sample-based Federated Learning via Mini-batch SSCA | Mar 17, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Scalable and Differentially Private Distributed Aggregation in the Shuffled Model | Jun 19, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Scalable and Sparsity-Aware Privacy-Preserving K-means Clustering with Application to Fraud Detection | Aug 12, 2022 | ClusteringFraud Detection | —Unverified | 0 | 0 |
| Scalable Collaborative Learning via Representation Sharing | Nov 20, 2022 | Federated LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Scalable Differential Privacy With Sparse Network Finetuning | Jun 19, 2021 | Privacy PreservingTransfer Learning | —Unverified | 0 | 0 |
| Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories | Nov 15, 2023 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games with Demand Response Aggregators | Apr 4, 2023 | energy tradingPrivacy Preserving | —Unverified | 0 | 0 |
| Scalable privacy-preserving cancer type prediction with homomorphic encryption | Apr 12, 2022 | Decision Makingfeature selection | —Unverified | 0 | 0 |
| Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference | May 7, 2024 | Bayesian InferenceData Augmentation | —Unverified | 0 | 0 |
| Scale Invariant Privacy Preserving Video via Wavelet Decomposition | Nov 7, 2022 | AllPrivacy Preserving | —Unverified | 0 | 0 |
| ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression | Dec 13, 2024 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 | 0 |
| SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment | Jul 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization | Jan 1, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 | 0 |
| Scaling up the Banded Matrix Factorization Mechanism for Differentially Private ML | May 24, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| SEALion: a Framework for Neural Network Inference on Encrypted Data | Apr 29, 2019 | Privacy PreservingTransfer Learning | —Unverified | 0 | 0 |
| SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models | Feb 2, 2025 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Differentially Private Bayesian Learning on Distributed Data | May 22, 2020 | Data IntegrationPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation | Sep 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Network-Constrained Demand Response Game for Procuring Energy Balancing Services | Jun 30, 2023 | Decision MakingPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Privacy-Preserving Federated Learning via Co-Utility | Aug 4, 2021 | Federated LearningManagement | —Unverified | 0 | 0 |
| Secure and Privacy Preserving Proxy Biometrics Identities | Dec 21, 2022 | DiversityPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Private Federated Learning: Achieving Adversarial Resilience through Robust Aggregation | May 22, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure and Robust Machine Learning for Healthcare: A Survey | Jan 21, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization | Feb 15, 2016 | Privacy Preserving | —Unverified | 0 | 0 |
| Secure Bayesian Federated Analytics for Privacy-Preserving Trend Detection | Jul 28, 2021 | Decision MakingEdge-computing | —Unverified | 0 | 0 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SecureBoost: A Lossless Federated Learning Framework | Jan 25, 2019 | BIG-bench Machine LearningEntity Alignment | —Unverified | 0 | 0 |
| SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Byzantine-Robust Distributed Learning via Clustering | Oct 6, 2021 | ClusteringFederated Learning | —Unverified | 0 | 0 |
| Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System | Apr 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Federated Data Distillation | Feb 19, 2025 | Dataset DistillationPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Federated Graph-Filtering for Recommender Systems | Jan 28, 2025 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources -- A Case Study on Federated Fine-tuning of LLaMA 2 | Feb 19, 2024 | Cloud ComputingFederated Learning | —Unverified | 0 | 0 |
| Privacy-preserving Federated Learning for Residential Short Term Load Forecasting | Nov 17, 2021 | Federated LearningLoad Forecasting | —Unverified | 0 | 0 |
| Secure Federated Transfer Learning | Dec 8, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Forward Aggregation for Vertical Federated Neural Networks | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Friend Discovery via Privacy-Preserving and Decentralized Community Detection | May 20, 2014 | Community DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism | Apr 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography | Mar 8, 2025 | 3DGSNeRF | —Unverified | 0 | 0 |
| Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data | Feb 9, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems | Sep 29, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Multi-party Computation for Cloud-based Control | Jun 23, 2019 | Privacy Preserving | —Unverified | 0 | 0 |