Robust Federated Learning for execution time-based device model identification under label-flipping attack Nov 29, 2021 Federated Learning
— Unverified 0 Robust Federated Learning for Neural Networks Jan 1, 2021 Federated Learning
— Unverified 0 Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation Apr 3, 2024 Federated Learning Privacy Preserving
— Unverified 0 Robust Federated Learning in a Heterogeneous Environment Jun 16, 2019 Clustering Federated Learning
— Unverified 0 Robust Federated Learning in the Face of Covariate Shift: A Magnitude Pruning with Hybrid Regularization Framework for Enhanced Model Aggregation Dec 19, 2024 Federated Learning
— Unverified 0 Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach Feb 24, 2025 Federated Learning Scheduling
— Unverified 0 Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks Mar 5, 2024 Federated Learning
— Unverified 0 Robust Federated Learning on Edge Devices with Domain Heterogeneity May 15, 2025 Contrastive Learning Diversity
— Unverified 0 Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping Sep 23, 2024 Federated Learning
— Unverified 0 Robust Federated Learning: The Case of Affine Distribution Shifts Jun 16, 2020 Federated Learning image-classification
— Unverified 0 Robust Federated Learning Through Representation Matching and Adaptive Hyper-parameters Dec 30, 2019 Federated Learning
— Unverified 0 Robust Federated Learning via Over-The-Air Computation Nov 1, 2021 Federated Learning
— Unverified 0 Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data May 14, 2025 Federated Learning Missing Labels
— Unverified 0 Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying Feb 24, 2022 Federated Learning
— Unverified 0 Robust Federated Learning with Global Sensitivity Estimation for Financial Risk Management Feb 24, 2025 Decision Making Federated Learning
— Unverified 0 Robust Federated Learning with Noisy Communication Nov 1, 2019 Federated Learning Robust Design
— Unverified 0 Robust Federated Personalised Mean Estimation for the Gaussian Mixture Model Apr 28, 2025 Federated Learning
— Unverified 0 Robust Federated Training via Collaborative Machine Teaching using Trusted Instances May 8, 2019 Data Poisoning Federated Learning
— Unverified 0 Robust Knowledge Adaptation for Federated Unsupervised Person ReID Jan 18, 2023 Federated Learning Person Re-Identification
— Unverified 0 Optimal Robust Learning of Discrete Distributions from Batches Nov 19, 2019 Collaborative Filtering Federated Learning
— Unverified 0 Robust Learning Protocol for Federated Tumor Segmentation Challenge Dec 16, 2022 Federated Learning Tumor Segmentation
— Unverified 0 Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations May 11, 2024 Federated Learning Model Selection
— Unverified 0 Robust Networked Federated Learning for Localization Aug 31, 2023 Computational Efficiency Federated Learning
— Unverified 0 Robust Over-the-Air Computation with Type-Based Multiple Access Feb 26, 2025 Federated Learning
— Unverified 0 Robust Quantity-Aware Aggregation for Federated Learning May 22, 2022 Federated Learning Privacy Preserving
— Unverified 0 Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones Jan 3, 2022 Federated Learning Privacy Preserving
— Unverified 0 Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework Jun 24, 2024 Anomaly Detection Clustering
— Unverified 0 RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection Feb 29, 2024 Federated Learning Personalized Federated Learning
— Unverified 0 RPN: A Residual Pooling Network for Efficient Federated Learning Jan 23, 2020 Federated Learning
— Unverified 0 R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models Jul 16, 2024 Federated Learning Scheduling
— Unverified 0 RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery Sep 29, 2021 Federated Learning Vertical Federated Learning
— Unverified 0 SAB:A Stealing and Robust Backdoor Attack based on Steganographic Algorithm against Federated Learning Aug 25, 2024 Backdoor Attack backdoor defense
— Unverified 0 SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection Aug 4, 2023 Federated Learning image-classification
— Unverified 0 SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead Oct 3, 2019 Federated Learning
— Unverified 0 SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications Apr 5, 2022 Federated Learning Sparse Learning
— Unverified 0 SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning May 15, 2024 Continual Learning Federated Learning
— Unverified 0 Safeguarding Federated Learning-based Road Condition Classification Jul 16, 2025 Autonomous Driving Classification
— Unverified 0 SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation Feb 4, 2021 Anomaly Detection Federated Learning
— Unverified 0 SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization Nov 13, 2024 Data Poisoning Federated Learning
— Unverified 0 Efficient Sparse Secure Aggregation for Federated Learning Jul 29, 2020 Federated Learning
— Unverified 0 SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Mar 25, 2025 Computational Efficiency Federated Learning
— Unverified 0 SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version) Jan 11, 2025 Federated Learning
— Unverified 0 SAFL: Structure-Aware Personalized Federated Learning via Client-Specific Clustering and SCSI-Guided Model Pruning Jan 30, 2025 Federated Learning Personalized Federated Learning
— Unverified 0 SaFL: Sybil-aware Federated Learning with Application to Face Recognition Nov 7, 2023 Face Recognition Federated Learning
— Unverified 0 SAGDA: Achieving O(ε^-2) Communication Complexity in Federated Min-Max Learning Oct 2, 2022 Federated Learning
— Unverified 0 Sageflow: Robust Federated Learning against Both Stragglers and Adversaries Dec 1, 2021 Federated Learning
— Unverified 0 SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training Apr 15, 2023 Federated Learning
— Unverified 0 Samplable Anonymous Aggregation for Private Federated Data Analysis Jul 27, 2023 Federated Learning
— Unverified 0 Sample-based Federated Learning via Mini-batch SSCA Mar 17, 2021 Federated Learning Privacy Preserving
— Unverified 0 SAPAG: A Self-Adaptive Privacy Attack From Gradients Sep 14, 2020 Federated Learning Reconstruction Attack
— Unverified 0 