Federated Knowledge Graph Unlearning via Diffusion Model Mar 13, 2024 Federated Learning Knowledge Graphs
— Unverified MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning Mar 13, 2024 Distributed Computing Edge Detection
— Unverified AFGI: Towards Accurate and Fast-convergent Gradient Inversion Attack in Federated Learning Mar 13, 2024 Edge Detection Federated Learning
— Unverified Efficient Language Model Architectures for Differentially Private Federated Learning Mar 12, 2024 Computational Efficiency Federated Learning
— Unverified Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments Mar 12, 2024 Continual Learning Federated Learning
Code Code Available Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains Mar 11, 2024 Federated Learning Stochastic Optimization
— Unverified Don't Forget What I did?: Assessing Client Contributions in Federated Learning Mar 11, 2024 Data Poisoning Fairness
— Unverified DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning Mar 11, 2024 Domain Generalization Federated Learning
— Unverified UAV-Enabled Asynchronous Federated Learning Mar 11, 2024 Federated Learning
— Unverified Adaptive Federated Learning Over the Air Mar 11, 2024 Federated Learning
— Unverified DrJAX: Scalable and Differentiable MapReduce Primitives in JAX Mar 11, 2024 Federated Learning
— Unverified FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning Mar 10, 2024 Federated Learning Few-Shot Learning
— Unverified Analysis of Total Variation Minimization for Clustered Federated Learning Mar 10, 2024 Clustering Federated Learning
— Unverified Fluent: Round-efficient Secure Aggregation for Private Federated Learning Mar 10, 2024 Federated Learning
— Unverified Fake or Compromised? Making Sense of Malicious Clients in Federated Learning Mar 10, 2024 Federated Learning
— Unverified Towards Efficient Replay in Federated Incremental Learning Mar 9, 2024 Federated Learning Incremental Learning
— Unverified Federated Learning Method for Preserving Privacy in Face Recognition System Mar 8, 2024 Face Recognition Federated Learning
— Unverified RIS-empowered Topology Control for Distributed Learning in Urban Air Mobility Mar 8, 2024 Federated Learning MULTI-VIEW LEARNING
— Unverified FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning Mar 7, 2024 Federated Learning
— Unverified On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks Mar 7, 2024 Diversity Federated Learning
— Unverified Boosting Fairness and Robustness in Over-the-Air Federated Learning Mar 7, 2024 Fairness Federated Learning
— Unverified HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning Mar 7, 2024 Domain Generalization Fairness
Code Code Available FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering Mar 7, 2024 Federated Learning
— Unverified Architectural Blueprint For Heterogeneity-Resilient Federated Learning Mar 7, 2024 Edge-computing Federated Learning
— Unverified LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression Mar 7, 2024 Distributed Optimization Federated Learning
— Unverified SPEAR:Exact Gradient Inversion of Batches in Federated Learning Mar 6, 2024 Federated Learning GPU
— Unverified OCD-FL: A Novel Communication-Efficient Peer Selection-based Decentralized Federated Learning Mar 6, 2024 Federated Learning
— Unverified Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem Mar 6, 2024 Federated Learning
— Unverified Many-Objective Multi-Solution Transport Mar 6, 2024 Federated Learning Multi-Task Learning
— Unverified Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data Mar 6, 2024 Federated Learning Vertical Federated Learning
— Unverified Enhancing Security in Federated Learning through Adaptive Consensus-Based Model Update Validation Mar 5, 2024 Anomaly Detection Computational Efficiency
— Unverified Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks Mar 5, 2024 Cloud Computing Deep Reinforcement Learning
— Unverified Training Machine Learning models at the Edge: A Survey Mar 5, 2024 Edge-computing Federated Learning
— Unverified Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks Mar 5, 2024 Data Poisoning Federated Learning
Code Code Available Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks Mar 5, 2024 Federated Learning
— Unverified PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning Mar 5, 2024 Federated Learning Multi-agent Reinforcement Learning
Code Code Available FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models Mar 5, 2024 Contrastive Learning Federated Learning
Code Code Available Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified Rethinking Clustered Federated Learning in NOMA Enhanced Wireless Networks Mar 5, 2024 Federated Learning
— Unverified Federated Learning over Connected Modes Mar 5, 2024 Clustering Federated Learning
Code Code Available Towards Robust Federated Learning via Logits Calibration on Non-IID Data Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified MeanCache: User-Centric Semantic Caching for LLM Web Services Mar 5, 2024 Federated Learning Language Modeling
— Unverified A Survey on Federated Unlearning: Challenges and Opportunities Mar 4, 2024 Federated Learning Machine Unlearning
— Unverified Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling Mar 4, 2024 Federated Learning
Code Code Available Enhancing Data Provenance and Model Transparency in Federated Learning Systems - A Database Approach Mar 3, 2024 Federated Learning
— Unverified A Hierarchical Federated Learning Approach for the Internet of Things Mar 3, 2024 Federated Learning Quantization
— Unverified Partial Federated Learning Mar 3, 2024 Contrastive Learning Federated Learning
— Unverified Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation Mar 3, 2024 Federated Learning
— Unverified A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications Mar 3, 2024 Federated Learning Survey
— Unverified Analysis of Privacy Leakage in Federated Large Language Models Mar 2, 2024 Federated Learning
Code Code Available 