Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics Aug 4, 2023 Federated Learning Survival Analysis
— Unverified SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems Mar 12, 2021 Edge-computing Federated Learning
— Unverified Scheduling Algorithms for Federated Learning with Minimal Energy Consumption Sep 13, 2022 Federated Learning Multiple-choice
— Unverified Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks Dec 14, 2022 Federated Learning Scheduling
— Unverified Scheduling and Communication Schemes for Decentralized Federated Learning Nov 27, 2023 Federated Learning Scheduling
— Unverified Scheduling for Ground-Assisted Federated Learning in LEO Satellite Constellations Jun 4, 2022 Federated Learning Scheduling
— Unverified Scheduling for On-Board Federated Learning with Satellite Clusters Feb 14, 2024 Federated Learning Scheduling
— Unverified Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC Jun 21, 2020 BIG-bench Machine Learning Federated Learning
— Unverified ScionFL: Efficient and Robust Secure Quantized Aggregation Oct 13, 2022 Federated Learning Quantization
— Unverified SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning through Adaptive Aggregation and Selective Training Feb 22, 2025 Federated Learning
— Unverified Seamless Integration: Sampling Strategies in Federated Learning Systems Aug 18, 2024 Distributed Optimization Federated Learning
— Unverified SecFL: Confidential Federated Learning using TEEs Oct 3, 2021 Federated Learning
— Unverified Second-Order Guarantees in Federated Learning Dec 2, 2020 Deep Learning Federated Learning
— Unverified Secure Aggregation for Buffered Asynchronous Federated Learning Oct 5, 2021 Federated Learning
— Unverified Secure Aggregation for Federated Learning in Flower May 12, 2022 Federated Learning
— Unverified Secure Aggregation Is Not All You Need: Mitigating Privacy Attacks with Noise Tolerance in Federated Learning Nov 10, 2022 All Federated Learning
— Unverified Secure and Efficient Federated Learning Through Layering and Sharding Blockchain Apr 27, 2021 Edge-computing Federated Learning
— Unverified Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation Sep 4, 2023 Federated Learning Privacy Preserving
— Unverified Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization Jun 28, 2023 Federated Learning Privacy Preserving
— Unverified Secure and Privacy-Preserving Federated Learning via Co-Utility Aug 4, 2021 Federated Learning Management
— Unverified Secure and Private Federated Learning: Achieving Adversarial Resilience through Robust Aggregation May 22, 2025 Federated Learning Privacy Preserving
— Unverified Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs Nov 26, 2023 Federated Learning
— Unverified SECure: A Social and Environmental Certificate for AI Systems Jun 11, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating Mar 1, 2021 Federated Learning Vertical Federated Learning
— Unverified SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree Oct 21, 2021 Federated Learning Privacy Preserving
— Unverified SecureBoost: A Lossless Federated Learning Framework Jan 25, 2019 BIG-bench Machine Learning Entity Alignment
— Unverified SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning Jul 20, 2023 Federated Learning Privacy Preserving
— Unverified Secure Byzantine-Robust Distributed Learning via Clustering Oct 6, 2021 Clustering Federated Learning
— Unverified Secure Byzantine-Robust Federated Learning with Dimension-free Error Sep 29, 2021 Federated Learning
— Unverified Secure Cluster-Based Hierarchical Federated Learning in Vehicular Networks May 2, 2025 Anomaly Detection Federated Learning
— Unverified SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning Nov 22, 2023 Federated Learning Machine Unlearning
— Unverified Secure Decentralized Learning with Blockchain Oct 10, 2023 Federated Learning
— Unverified Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System Apr 24, 2022 Federated Learning Privacy Preserving
— Unverified Secure Federated Clustering May 31, 2022 Clustering Federated Learning
— Unverified 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 Computing Federated Learning
— Unverified Secure Federated Learning Approaches to Diagnosing COVID-19 Jan 23, 2024 COVID-19 Diagnosis Decision Making
— Unverified Secure Federated Learning for Cognitive Radio Sensing Mar 23, 2023 Federated Learning
— Unverified Privacy-preserving Federated Learning for Residential Short Term Load Forecasting Nov 17, 2021 Federated Learning Load Forecasting
— Unverified Secure Federated Learning in 5G Mobile Networks Apr 14, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Secure Federated Learning of User Verification Models Jan 1, 2021 Federated Learning
— Unverified Secure Federated Matrix Factorization Jun 12, 2019 BIG-bench Machine Learning Federated Learning
— Unverified SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning Oct 4, 2022 Federated Learning
— Unverified Secure Forward Aggregation for Vertical Federated Neural Networks Jun 28, 2022 Federated Learning Privacy Preserving
— Unverified Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism Apr 3, 2025 Federated Learning Privacy Preserving
— Unverified Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detection May 25, 2024 Anomaly Detection Federated Learning
— Unverified Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems Sep 29, 2021 Federated Learning Privacy Preserving
— Unverified Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption Aug 7, 2021 Benchmarking Federated Learning
— Unverified Secure short-term load forecasting for smart grids with transformer-based federated learning Oct 26, 2023 Deep Learning Federated Learning
— Unverified Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning Jun 2, 2020 Deep Learning Federated Learning
— Unverified Secure Visual Data Processing via Federated Learning Feb 9, 2025 Federated Learning Management
— Unverified 