GRAIN: Exact Graph Reconstruction from Gradients Mar 3, 2025 Federated Learning Graph Attention
Code Code Available A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises Mar 3, 2025 Federated Learning Privacy Preserving
Code Code Available Federated Learning Framework via Distributed Mutual Learning Mar 3, 2025 Federated Learning
— Unverified Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies Mar 2, 2025 Fact Checking Federated Learning
— Unverified Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model Mar 2, 2025 Anatomy Denoising
Code Code Available Conditioning on Local Statistics for Scalable Heterogeneous Federated Learning Mar 1, 2025 Federated Learning
— Unverified FLStore: Efficient Federated Learning Storage for non-training workloads Mar 1, 2025 Federated Learning Privacy Preserving
Code Code Available Asynchronous Personalized Federated Learning through Global Memorization Mar 1, 2025 Federated Learning Memorization
— Unverified Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization Mar 1, 2025 Federated Learning Scheduling
— Unverified Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction Feb 28, 2025 Federated Learning Kolmogorov-Arnold Networks
— Unverified FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Feb 28, 2025 Anomaly Detection Federated Learning
— Unverified QFAL: Quantum Federated Adversarial Learning Feb 28, 2025 Adversarial Attack Federated Learning
— Unverified FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework Feb 27, 2025 Computational Efficiency Federated Learning
— Unverified Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data Feb 27, 2025 Federated Learning
— Unverified Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions Feb 27, 2025 Classification Federated Learning
— Unverified DPZV: Elevating the Tradeoff between Privacy and Utility in Zeroth-Order Vertical Federated Learning Feb 27, 2025 Federated Learning Vertical Federated Learning
— Unverified FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
Code Code Available Robust Over-the-Air Computation with Type-Based Multiple Access Feb 26, 2025 Federated Learning
— Unverified CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Feb 26, 2025 Federated Learning Large Language Model
— Unverified Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM Feb 25, 2025 Computational Efficiency Federated Learning
— Unverified Differentially Private Federated Learning With Time-Adaptive Privacy Spending Feb 25, 2025 Federated Learning
— Unverified H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction Feb 25, 2025 Demand Forecasting Federated Learning
— Unverified Personalized Federated Learning for Egocentric Video Gaze Estimation with Comprehensive Parameter Frezzing Feb 25, 2025 Federated Learning Gaze Estimation
— Unverified FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk Feb 25, 2025 Activity Recognition Fairness
— Unverified The Built-In Robustness of Decentralized Federated Averaging to Bad Data Feb 25, 2025 Federated Learning
— Unverified VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning Feb 24, 2025 Adversarial Attack Contrastive Learning
— Unverified Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach Feb 24, 2025 Federated Learning Scheduling
— Unverified FedSV: Byzantine-Robust Federated Learning via Shapley Value Feb 24, 2025 Federated Learning
— Unverified FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning Feb 24, 2025 Federated Learning
Code Code Available Vision Language Models in Medicine Feb 24, 2025 Fairness Federated Learning
— Unverified Electrical Load Forecasting over Multihop Smart Metering Networks with Federated Learning Feb 24, 2025 Federated Learning Load Forecasting
— Unverified Forgetting Any Data at Any Time: A Theoretically Certified Unlearning Framework for Vertical Federated Learning Feb 24, 2025 Federated Learning Machine Unlearning
Code Code Available Robust Federated Learning with Global Sensitivity Estimation for Financial Risk Management Feb 24, 2025 Decision Making Federated Learning
— Unverified FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL Feb 23, 2025 Data Poisoning Federated Learning
— Unverified TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning Feb 23, 2025 Anomaly Detection Federated Learning
— Unverified Toward Responsible Federated Large Language Models: Leveraging a Safety Filter and Constitutional AI Feb 23, 2025 Federated Learning
— Unverified Multi-Target Federated Backdoor Attack Based on Feature Aggregation Feb 23, 2025 Backdoor Attack Federated Learning
— Unverified FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image Feb 23, 2025 Domain Adaptation Federated Learning
— Unverified FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes Feb 22, 2025 Federated Learning Privacy Preserving
— Unverified SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning through Adaptive Aggregation and Selective Training Feb 22, 2025 Federated Learning
— Unverified A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments Feb 22, 2025 Autonomous Vehicles Distributed Computing
— Unverified Orthogonal Calibration for Asynchronous Federated Learning Feb 21, 2025 Federated Learning global-optimization
— Unverified Distributed U-net model and Image Segmentation for Lung Cancer Detection Feb 20, 2025 CPU Federated Learning
— Unverified Blockchain-based Framework for Scalable and Incentivized Federated Learning Feb 20, 2025 Fairness Federated Learning
— Unverified Accurate Forgetting for Heterogeneous Federated Continual Learning Feb 20, 2025 Continual Learning Federated Learning
Code Code Available FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities Feb 20, 2025 Federated Learning Transfer Learning
— Unverified Model Inversion Attack against Federated Unlearning Feb 20, 2025 Federated Learning model
— Unverified Vision Foundation Models in Medical Image Analysis: Advances and Challenges Feb 20, 2025 Domain Adaptation Federated Learning
— Unverified Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization Feb 20, 2025 Federated Learning Privacy Preserving
— Unverified VFL-RPS: Relevant Participant Selection in Vertical Federated Learning Feb 20, 2025 Federated Learning Vertical Federated Learning
— Unverified 