TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models Nov 11, 2024 Federated Learning User Identification
— Unverified Federated Learning Client Pruning for Noisy Labels Nov 11, 2024 Federated Learning
Code Code Available Revisiting Ensembling in One-Shot Federated Learning Nov 11, 2024 Federated Learning
Code Code Available WassFFed: Wasserstein Fair Federated Learning Nov 11, 2024 Fairness Federated Learning
— Unverified Sketched Adaptive Federated Deep Learning: A Sharp Convergence Analysis Nov 11, 2024 Deep Learning Federated Learning
— Unverified Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks Nov 11, 2024 Autonomous Driving Deep Reinforcement Learning
— Unverified Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen? Nov 10, 2024 Federated Learning
— Unverified Client Contribution Normalization for Enhanced Federated Learning Nov 10, 2024 Federated Learning
— Unverified Federated Split Learning for Human Activity Recognition with Differential Privacy Nov 9, 2024 Activity Recognition Federated Learning
— Unverified Personalized Hierarchical Split Federated Learning in Wireless Networks Nov 9, 2024 Federated Learning
— Unverified TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation Nov 9, 2024 Classification Federated Learning
Code Code Available Network EM Algorithm for Gaussian Mixture Model in Decentralized Federated Learning Nov 8, 2024 Federated Learning
— Unverified IPMN Risk Assessment under Federated Learning Paradigm Nov 8, 2024 Classification Federated Learning
— Unverified QuanCrypt-FL: Quantized Homomorphic Encryption with Pruning for Secure Federated Learning Nov 8, 2024 Computational Efficiency Federated Learning
— Unverified DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging Nov 7, 2024 Federated Learning Privacy Preserving
— Unverified EPIC: Enhancing Privacy through Iterative Collaboration Nov 7, 2024 Federated Learning Privacy Preserving
— Unverified Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review Nov 7, 2024 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation Nov 7, 2024 Federated Learning Image Segmentation
— Unverified Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement Nov 7, 2024 Federated Learning
— Unverified Personalized Federated Learning for Cross-view Geo-localization Nov 7, 2024 Autonomous Vehicles Federated Learning
— Unverified Federated Data-Driven Kalman Filtering for State Estimation Nov 6, 2024 Autonomous Driving Autonomous Vehicles
— Unverified Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks Nov 6, 2024 Fairness Federated Learning
— Unverified Towards Personalized Federated Learning via Comprehensive Knowledge Distillation Nov 6, 2024 Federated Learning Knowledge Distillation
— Unverified Optimal Defenses Against Gradient Reconstruction Attacks Nov 6, 2024 Federated Learning
Code Code Available Overcoming label shift in targeted federated learning Nov 6, 2024 Federated Learning image-classification
— Unverified Domain Generalization for Cross-Receiver Radio Frequency Fingerprint Identification Nov 6, 2024 Domain Generalization Federated Learning
— Unverified Act in Collusion: A Persistent Distributed Multi-Target Backdoor in Federated Learning Nov 6, 2024 Backdoor Attack Federated Learning
— Unverified Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis Nov 6, 2024 Anomaly Detection Federated Learning
— Unverified NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA Nov 6, 2024 Federated Learning Language Modelling
— Unverified FedSECA: Sign Election and Coordinate-wise Aggregation of Gradients for Byzantine Tolerant Federated Learning Nov 6, 2024 Federated Learning Model Poisoning
Code Code Available Fed-EC: Bandwidth-Efficient Clustering-Based Federated Learning For Autonomous Visual Robot Navigation Nov 6, 2024 Federated Learning Robot Navigation
— Unverified Navigating Distribution Shifts in Medical Image Analysis: A Survey Nov 5, 2024 Domain Generalization Federated Learning
— Unverified FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses Nov 5, 2024 Federated Learning Privacy Preserving
— Unverified Formal Logic-guided Robust Federated Learning against Poisoning Attacks Nov 5, 2024 Federated Learning Formal Logic
— Unverified FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks Nov 5, 2024 backdoor defense Federated Learning
— Unverified ATM: Improving Model Merging by Alternating Tuning and Merging Nov 5, 2024 Federated Learning Multi-Task Learning
— Unverified Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning Nov 5, 2024 Adversarial Attack Federated Learning
Code Code Available Photon: Federated LLM Pre-Training Nov 5, 2024 Federated Learning
— Unverified FedPID: An Aggregation Method for Federated Learning Nov 4, 2024 Federated Learning Tumor Segmentation
— Unverified FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation Nov 4, 2024 Federated Learning Mixture-of-Experts
— Unverified Automatic Structured Pruning for Efficient Architecture in Federated Learning Nov 4, 2024 Federated Learning
Code Code Available FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework Nov 4, 2024 Continual Learning Contrastive Learning
Code Code Available FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients Nov 4, 2024 Federated Learning Personalized Federated Learning
Code Code Available Masked Autoencoders are Parameter-Efficient Federated Continual Learners Nov 4, 2024 Continual Learning Federated Learning
Code Code Available Federated GNNs for EEG-Based Stroke Assessment Nov 4, 2024 Diagnostic EEG
— Unverified Anomalous Client Detection in Federated Learning Nov 3, 2024 Anomaly Detection Edge-computing
— Unverified Federated Learning Clients Clustering with Adaptation to Data Drifts Nov 3, 2024 Clustering Federated Learning
— Unverified Analysis of regularized federated learning Nov 3, 2024 Federated Learning
— Unverified Efficient and Robust Regularized Federated Recommendation Nov 3, 2024 Federated Learning Recommendation Systems
Code Code Available Trustworthy Federated Learning: Privacy, Security, and Beyond Nov 3, 2024 Federated Learning
— Unverified 