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— Unverified 0DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning Aug 1, 2022 Federated Learning Privacy Preserving
— Unverified 0Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory Mar 31, 2021 Federated Learning
— Unverified 0Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey Mar 2, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning Sep 28, 2020 Automated Pancreas Segmentation Deep Learning
— Unverified 0A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach Sep 16, 2024 Attribute Fairness
— Unverified 0Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models Apr 9, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified 0A Graph Federated Architecture with Privacy Preserving Learning Apr 26, 2021 Federated Learning Privacy Preserving
— Unverified 0Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling Feb 15, 2024 Federated Learning
— Unverified 0Adaptive Federated Learning and Digital Twin for Industrial Internet of Things Oct 25, 2020 Clustering Deep Reinforcement Learning
— Unverified 0Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence Mar 23, 2023 Federated Learning Meta-Learning
— Unverified 0AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning Jul 16, 2021 Federated Learning
— Unverified 0AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification Nov 13, 2023 Federated Learning
— Unverified 0Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation Mar 12, 2022 Federated Learning Hyperparameter Optimization
— Unverified 0Agnostic Personalized Federated Learning with Kernel Factorization Sep 29, 2021 Federated Learning Personalized Federated Learning
— Unverified 0Defending against the Label-flipping Attack in Federated Learning Jul 5, 2022 Federated Learning
— Unverified 0AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving Feb 17, 2023 Autonomous Driving Autonomous Vehicles
— Unverified 0Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation Apr 20, 2021 Federated Learning Image Segmentation
— Unverified 0Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning Nov 8, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0AGIC: Approximate Gradient Inversion Attack on Federated Learning Apr 28, 2022 Federated Learning
— Unverified 0Defending Against Poisoning Attacks in Federated Learning with Blockchain Jul 2, 2023 Federated Learning
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— Unverified 0Aggregation Weighting of Federated Learning via Generalization Bound Estimation Nov 10, 2023 Federated Learning Generalization Bounds
— Unverified 0A Unified Learn-to-Distort-Data Framework for Privacy-Utility Trade-off in Trustworthy Federated Learning Jul 5, 2024 Federated Learning Navigate
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— Unverified 0A Unified Knowledge Distillation Framework for Deep Directed Graphical Models Sep 29, 2021 Continual Learning Federated Learning
— Unverified 0Acceleration for Compressed Gradient Descent in Distributed Optimization Jan 1, 2020 Distributed Optimization Federated Learning
— Unverified 0Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation Mar 19, 2025 Federated Learning Privacy Preserving
— Unverified 0Defending against Reconstruction Attack in Vertical Federated Learning Jul 21, 2021 Federated Learning Privacy Preserving
— Unverified 0Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning Dec 10, 2021 Federated Learning Inference Attack
— Unverified 0Delay-Aware Hierarchical Federated Learning Mar 22, 2023 Federated Learning
— Unverified 0Demo: A Practical Testbed for Decentralized Federated Learning on Physical Edge Devices May 12, 2025 Federated Learning
— Unverified 0A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond Jan 27, 2025 Federated Learning
— Unverified 0A Unified Analysis of Federated Learning with Arbitrary Client Participation May 26, 2022 Federated Learning
— Unverified 0Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization Feb 4, 2022 Federated Learning
— Unverified 0AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation May 11, 2025 Data Augmentation Federated Learning
— Unverified 0Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient Jun 13, 2021 Federated Learning Model Compression
— Unverified 02SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection Oct 12, 2023 Federated Learning Fraud Detection
— Unverified 0Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks Dec 2, 2021 Federated Learning Intrusion Detection
— Unverified 0Overcoming Noisy and Irrelevant Data in Federated Learning Jan 22, 2020 Federated Learning
— Unverified 0Data Selection for Efficient Model Update in Federated Learning Nov 5, 2021 Federated Learning Transfer Learning
— Unverified 0Towards Practical Few-shot Federated NLP Dec 1, 2022 Data Augmentation Federated Learning
— Unverified 0Data Reconstruction Attacks and Defenses: A Systematic Evaluation Feb 13, 2024 Federated Learning Reconstruction Attack
— Unverified 0Data Quality Control in Federated Instruction-tuning of Large Language Models Oct 15, 2024 Federated Learning Privacy Preserving
— Unverified 0Aggregating Low Rank Adapters in Federated Fine-tuning Jan 10, 2025 Federated Learning
— Unverified 0Data privacy protection in microscopic image analysis for material data mining Nov 9, 2021 Federated Learning Image Segmentation
— Unverified 0Data Poisoning Attacks on Federated Machine Learning Apr 19, 2020 BIG-bench Machine Learning Data Poisoning
— Unverified 0Dataset Distillation-based Hybrid Federated Learning on Non-IID Data Sep 26, 2024 Dataset Distillation Federated Learning
— Unverified 0Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy Feb 28, 2024 Attribute Federated Learning
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