Secure Federated Clustering May 31, 2022 Clustering Federated Learning
— Unverified 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 Computing Federated Learning
— Unverified 0 Secure Federated Learning Approaches to Diagnosing COVID-19 Jan 23, 2024 COVID-19 Diagnosis Decision Making
— Unverified 0 Secure Federated Learning for Cognitive Radio Sensing Mar 23, 2023 Federated Learning
— Unverified 0 Privacy-preserving Federated Learning for Residential Short Term Load Forecasting Nov 17, 2021 Federated Learning Load Forecasting
— Unverified 0 Secure Federated Learning in 5G Mobile Networks Apr 14, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0 Secure Federated Learning of User Verification Models Jan 1, 2021 Federated Learning
— Unverified 0 Secure Federated Matrix Factorization Jun 12, 2019 BIG-bench Machine Learning Federated Learning
— Unverified 0 SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning Oct 4, 2022 Federated Learning
— Unverified 0 Secure Forward Aggregation for Vertical Federated Neural Networks Jun 28, 2022 Federated Learning Privacy Preserving
— Unverified 0 Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism Apr 3, 2025 Federated Learning Privacy Preserving
— Unverified 0 Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detection May 25, 2024 Anomaly Detection Federated Learning
— Unverified 0 Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems Sep 29, 2021 Federated Learning Privacy Preserving
— Unverified 0 Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption Aug 7, 2021 Benchmarking Federated Learning
— Unverified 0 Secure short-term load forecasting for smart grids with transformer-based federated learning Oct 26, 2023 Deep Learning Federated Learning
— Unverified 0 Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning Jun 2, 2020 Deep Learning Federated Learning
— Unverified 0 Secure Visual Data Processing via Federated Learning Feb 9, 2025 Federated Learning Management
— Unverified 0 Securing Federated Learning against Overwhelming Collusive Attackers Sep 28, 2022 Federated Learning Privacy Preserving
— Unverified 0 Securing Federated Learning against Backdoor Threats with Foundation Model Integration Oct 23, 2024 Backdoor Attack Federated Learning
— Unverified 0 Securing Genomic Data Against Inference Attacks in Federated Learning Environments May 12, 2025 Federated Learning Inference Attack
— Unverified 0 Securing Health Data on the Blockchain: A Differential Privacy and Federated Learning Framework May 19, 2024 Federated Learning
— Unverified 0 Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning Feb 24, 2023 Deep Reinforcement Learning Federated Learning
— Unverified 0 Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution Dec 28, 2023 Federated Learning User Identification
— Unverified 0 Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning Jun 7, 2021 Fairness Federated Learning
— Unverified 0 Security Analysis of SplitFed Learning Dec 4, 2022 Federated Learning Model Poisoning
— Unverified 0 Security and Privacy for Artificial Intelligence: Opportunities and Challenges Feb 9, 2021 Federated Learning
— Unverified 0 Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare Jan 16, 2024 Federated Learning
— Unverified 0 Security and Privacy Issues of Federated Learning Jul 22, 2023 Federated Learning Generative Adversarial Network
— Unverified 0 Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing Jun 18, 2024 Federated Learning
— Unverified 0 Security and Privacy Preserving Deep Learning Jun 23, 2020 BIG-bench Machine Learning Deep Learning
— Unverified 0 Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance Oct 29, 2022 Federated Learning scoring rule
— Unverified 0 SEEC: Semantic Vector Federation across Edge Computing Environments Aug 30, 2020 Edge-computing Federated Learning
— Unverified 0 See through Gradients: Image Batch Recovery via GradInversion Apr 15, 2021 Federated Learning Inference Attack
— Unverified 0 Segmented Federated Learning for Adaptive Intrusion Detection System Jul 2, 2021 Federated Learning Intrusion Detection
— Unverified 0 SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations Jan 17, 2023 Federated Learning Image Segmentation
— Unverified 0 Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification Apr 16, 2025 Clinical Concept Extraction Federated Learning
— Unverified 0 Selective Knowledge Sharing for Personalized Federated Learning Under Capacity Heterogeneity May 31, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 Self-Adaptive and Robust Federated Spectrum Sensing without Benign Majority for Cellular Networks Jul 16, 2025 Data Poisoning Federated Learning
— Unverified 0 Self-Aware Personalized Federated Learning Apr 17, 2022 Federated Learning Personalized Federated Learning
— Unverified 0 Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services May 9, 2023 Federated Learning Management
— Unverified 0 SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT Jul 4, 2023 Federated Learning Self-Supervised Learning
— Unverified 0 Self-supervised Cross-silo Federated Neural Architecture Search Jan 28, 2021 Federated Learning Neural Architecture Search
— Unverified 0 Self-Supervised Federated Learning for Fast MR Imaging May 10, 2023 Federated Learning Image Reconstruction
— Unverified 0 Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning Mar 18, 2025 Federated Learning Personalized Federated Learning
— Unverified 0 Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jan 4, 2022 Attribute Constituency Parsing
— Unverified 0 SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks May 26, 2025 Feature Compression Federated Learning
— Unverified 0 Semi-asynchronous Hierarchical Federated Learning for Cooperative Intelligent Transportation Systems Oct 18, 2021 Federated Learning
— Unverified 0 Semi-Cyclic Stochastic Gradient Descent Apr 23, 2019 Federated Learning
— Unverified 0 Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data Apr 26, 2021 Federated Learning
— Unverified 0 Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity Dec 20, 2021 Federated Learning Privacy Preserving
— Unverified 0 