Robust Federated Training via Collaborative Machine Teaching using Trusted Instances May 8, 2019 Data Poisoning Federated Learning
— Unverified Robust Knowledge Adaptation for Federated Unsupervised Person ReID Jan 18, 2023 Federated Learning Person Re-Identification
— Unverified Optimal Robust Learning of Discrete Distributions from Batches Nov 19, 2019 Collaborative Filtering Federated Learning
— Unverified Robust Learning Protocol for Federated Tumor Segmentation Challenge Dec 16, 2022 Federated Learning Tumor Segmentation
— Unverified Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations May 11, 2024 Federated Learning Model Selection
— Unverified Robust Networked Federated Learning for Localization Aug 31, 2023 Computational Efficiency Federated Learning
— Unverified Robust Over-the-Air Computation with Type-Based Multiple Access Feb 26, 2025 Federated Learning
— Unverified Robust Quantity-Aware Aggregation for Federated Learning May 22, 2022 Federated Learning Privacy Preserving
— Unverified Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones Jan 3, 2022 Federated Learning Privacy Preserving
— Unverified Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework Jun 24, 2024 Anomaly Detection Clustering
— Unverified RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection Feb 29, 2024 Federated Learning Personalized Federated Learning
— Unverified RPN: A Residual Pooling Network for Efficient Federated Learning Jan 23, 2020 Federated Learning
— Unverified R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models Jul 16, 2024 Federated Learning Scheduling
— Unverified RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery Sep 29, 2021 Federated Learning Vertical Federated Learning
— Unverified SAB:A Stealing and Robust Backdoor Attack based on Steganographic Algorithm against Federated Learning Aug 25, 2024 Backdoor Attack backdoor defense
— Unverified SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection Aug 4, 2023 Federated Learning image-classification
— Unverified SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead Oct 3, 2019 Federated Learning
— Unverified SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications Apr 5, 2022 Federated Learning Sparse Learning
— Unverified SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning May 15, 2024 Continual Learning Federated Learning
— Unverified Safeguarding Federated Learning-based Road Condition Classification Jul 16, 2025 Autonomous Driving Classification
— Unverified SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation Feb 4, 2021 Anomaly Detection Federated Learning
— Unverified SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization Nov 13, 2024 Data Poisoning Federated Learning
— Unverified Efficient Sparse Secure Aggregation for Federated Learning Jul 29, 2020 Federated Learning
— Unverified SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Mar 25, 2025 Computational Efficiency Federated Learning
— Unverified SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version) Jan 11, 2025 Federated Learning
— Unverified SAFL: Structure-Aware Personalized Federated Learning via Client-Specific Clustering and SCSI-Guided Model Pruning Jan 30, 2025 Federated Learning Personalized Federated Learning
— Unverified SaFL: Sybil-aware Federated Learning with Application to Face Recognition Nov 7, 2023 Face Recognition Federated Learning
— Unverified SAGDA: Achieving O(ε^-2) Communication Complexity in Federated Min-Max Learning Oct 2, 2022 Federated Learning
— Unverified Sageflow: Robust Federated Learning against Both Stragglers and Adversaries Dec 1, 2021 Federated Learning
— Unverified SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training Apr 15, 2023 Federated Learning
— Unverified Samplable Anonymous Aggregation for Private Federated Data Analysis Jul 27, 2023 Federated Learning
— Unverified Sample-based Federated Learning via Mini-batch SSCA Mar 17, 2021 Federated Learning Privacy Preserving
— Unverified SAPAG: A Self-Adaptive Privacy Attack From Gradients Sep 14, 2020 Federated Learning Reconstruction Attack
— Unverified Satellite Based Computing Networks with Federated Learning Nov 20, 2021 Federated Learning
— Unverified Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks Apr 14, 2025 Federated Learning
— Unverified SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework Sep 20, 2024 Federated Learning
— Unverified Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game Feb 10, 2025 Deep Reinforcement Learning Distributed Computing
— Unverified Scaff-PD: Communication Efficient Fair and Robust Federated Learning Jul 25, 2023 Fairness Federated Learning
— Unverified Scalable and Differentially Private Distributed Aggregation in the Shuffled Model Jun 19, 2019 Federated Learning Privacy Preserving
— Unverified Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking May 25, 2022 Federated Learning
— Unverified Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation Oct 10, 2024 Federated Learning
— Unverified Scalable Collaborative Learning via Representation Sharing Nov 20, 2022 Federated Learning Knowledge Distillation
— Unverified Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories Nov 15, 2023 Federated Learning image-classification
— Unverified Scalable Robust Federated Learning with Provable Security Guarantees Sep 29, 2021 Federated Learning
— Unverified Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference May 7, 2024 Bayesian Inference Data Augmentation
— Unverified SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments May 8, 2024 Federated Learning
— Unverified SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment Jul 25, 2024 Federated Learning Privacy Preserving
— Unverified Scaling Federated Learning for Fine-tuning of Large Language Models Feb 1, 2021 Federated Learning Sentiment Analysis
— Unverified Scaling Language Model Size in Cross-Device Federated Learning Mar 31, 2022 Federated Learning Language Modeling
— Unverified Scaling Neuroscience Research using Federated Learning Feb 16, 2021 Federated Learning
— Unverified 