Securing Federated Learning against Overwhelming Collusive Attackers Sep 28, 2022 Federated Learning Privacy Preserving
— Unverified Securing Federated Learning against Backdoor Threats with Foundation Model Integration Oct 23, 2024 Backdoor Attack Federated Learning
— Unverified Securing Genomic Data Against Inference Attacks in Federated Learning Environments May 12, 2025 Federated Learning Inference Attack
— Unverified Securing Health Data on the Blockchain: A Differential Privacy and Federated Learning Framework May 19, 2024 Federated Learning
— Unverified 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 Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution Dec 28, 2023 Federated Learning User Identification
— Unverified Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning Jun 7, 2021 Fairness Federated Learning
— Unverified Security Analysis of SplitFed Learning Dec 4, 2022 Federated Learning Model Poisoning
— Unverified Security and Privacy for Artificial Intelligence: Opportunities and Challenges Feb 9, 2021 Federated Learning
— Unverified Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare Jan 16, 2024 Federated Learning
— Unverified Security and Privacy Issues of Federated Learning Jul 22, 2023 Federated Learning Generative Adversarial Network
— Unverified Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing Jun 18, 2024 Federated Learning
— Unverified Security and Privacy Preserving Deep Learning Jun 23, 2020 BIG-bench Machine Learning Deep Learning
— Unverified Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance Oct 29, 2022 Federated Learning scoring rule
— Unverified SEEC: Semantic Vector Federation across Edge Computing Environments Aug 30, 2020 Edge-computing Federated Learning
— Unverified See through Gradients: Image Batch Recovery via GradInversion Apr 15, 2021 Federated Learning Inference Attack
— Unverified Segmented Federated Learning for Adaptive Intrusion Detection System Jul 2, 2021 Federated Learning Intrusion Detection
— Unverified 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 Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification Apr 16, 2025 Clinical Concept Extraction Federated Learning
— Unverified Selective Knowledge Sharing for Personalized Federated Learning Under Capacity Heterogeneity May 31, 2024 Federated Learning Personalized Federated Learning
— Unverified Self-Adaptive and Robust Federated Spectrum Sensing without Benign Majority for Cellular Networks Jul 16, 2025 Data Poisoning Federated Learning
— Unverified Self-Aware Personalized Federated Learning Apr 17, 2022 Federated Learning Personalized Federated Learning
— Unverified Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services May 9, 2023 Federated Learning Management
— Unverified SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT Jul 4, 2023 Federated Learning Self-Supervised Learning
— Unverified Self-supervised Cross-silo Federated Neural Architecture Search Jan 28, 2021 Federated Learning Neural Architecture Search
— Unverified Self-Supervised Federated Learning for Fast MR Imaging May 10, 2023 Federated Learning Image Reconstruction
— Unverified 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 Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jan 4, 2022 Attribute Constituency Parsing
— Unverified SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks May 26, 2025 Feature Compression Federated Learning
— Unverified Semi-asynchronous Hierarchical Federated Learning for Cooperative Intelligent Transportation Systems Oct 18, 2021 Federated Learning
— Unverified Semi-Cyclic Stochastic Gradient Descent Apr 23, 2019 Federated Learning
— Unverified Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data Apr 26, 2021 Federated Learning
— Unverified Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity Dec 20, 2021 Federated Learning Privacy Preserving
— Unverified Semi-Decentralized Federated Learning with Collaborative Relaying May 23, 2022 Federated Learning
— Unverified Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework Oct 4, 2023 Federated Learning
— Unverified SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling Aug 21, 2021 Data Augmentation Federated Learning
— Unverified VFed-SSD: Towards Practical Vertical Federated Advertising May 31, 2022 Federated Learning Knowledge Distillation
— Unverified Semi-supervised Federated Learning for Activity Recognition Nov 2, 2020 Activity Recognition Data Augmentation
— Unverified Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design Oct 26, 2021 Federated Learning
— Unverified Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings Feb 4, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks Sep 27, 2022 Federated Learning Personalized Federated Learning
— Unverified Semi-Variance Reduction for Fair Federated Learning Jun 23, 2024 Fairness Federated Learning
— Unverified Sensing and Mapping for Better Roads: Initial Plan for Using Federated Learning and Implementing a Digital Twin to Identify the Road Conditions in a Developing Country -- Sri Lanka Jul 30, 2021 Edge-computing Federated Learning
— Unverified Sentinel: An Aggregation Function to Secure Decentralized Federated Learning Oct 12, 2023 Federated Learning Management
— Unverified Separation of Powers in Federated Learning May 19, 2021 Federated Learning
— Unverified Sequence-level self-learning with multiple hypotheses Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequential Compression Layers for Efficient Federated Learning in Foundational Models Dec 9, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets Aug 19, 2024 Federated Learning
— Unverified Server Averaging for Federated Learning Mar 22, 2021 Federated Learning
— Unverified Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities Apr 15, 2021 Federated Learning
— Unverified 