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— Unverified Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI Jan 27, 2024 Brain Tumor Segmentation Federated Learning
— Unverified Decentralized Health Intelligence Network (DHIN) Aug 12, 2024 Federated Learning
— Unverified Data Poisoning Attacks on Federated Machine Learning Apr 19, 2020 BIG-bench Machine Learning Data Poisoning
— Unverified Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Jun 15, 2021 Federated Learning
— Unverified Decentralized Low-Rank Fine-Tuning of Large Language Models Jan 26, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum Apr 17, 2025 Federated Learning
— Unverified Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection Jun 22, 2023 Federated Learning Intrusion Detection
— Unverified A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring Sep 14, 2020 Federated Learning Management
— Unverified Decentralized Personalized Federated Learning Jun 10, 2024 Federated Learning Personalized Federated Learning
— Unverified Decentralized Personalized Federated Learning for Min-Max Problems Jun 14, 2021 Distributed Optimization Federated Learning
— Unverified Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy Feb 28, 2024 Attribute Federated Learning
— Unverified Decentralized Personalized Online Federated Learning Nov 8, 2023 Federated Learning
— Unverified Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data May 26, 2025 Federated Learning Transfer Learning
— Unverified Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments Feb 4, 2025 Cloud Computing Federated Learning
— Unverified Data Overvaluation Attack and Truthful Data Valuation in Federated Learning Feb 1, 2025 Data Valuation Federated Learning
— Unverified Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models Jan 29, 2022 Federated Learning
— Unverified Decoding FL Defenses: Systemization, Pitfalls, and Remedies Feb 3, 2025 Federated Learning Survey
— Unverified Auction-Based Ex-Post-Payment Incentive Mechanism Design for Horizontal Federated Learning with Reputation and Contribution Measurement Jan 7, 2022 Computational Efficiency Federated Learning
— Unverified Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics Mar 13, 2024 Federated Learning
— Unverified Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data Mar 6, 2024 Federated Learning Vertical Federated Learning
— Unverified Adaptive Distillation for Decentralized Learning from Heterogeneous Clients Aug 18, 2020 Federated Learning
— Unverified DEED: A General Quantization Scheme for Communication Efficiency in Bits Jun 19, 2020 Distributed Optimization Federated Learning
— Unverified Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach Jul 19, 2020 Anomaly Detection Federated Learning
— Unverified Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems Dec 24, 2023 Demand Forecasting Federated Learning
— Unverified Information-Geometric Barycenters for Bayesian Federated Learning Dec 16, 2024 Bayesian Inference Distributed Optimization
— Unverified Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization Feb 26, 2020 Federated Learning
— Unverified Deep Equilibrium Models Meet Federated Learning May 29, 2023 Federated Learning
— Unverified Deep Federated Anomaly Detection for Multivariate Time Series Data May 9, 2022 Anomaly Detection Constrained Clustering
— Unverified Differentially Private Meta-Learning Sep 12, 2019 Federated Learning Few-Shot Learning
— Unverified Backdoor Attack on Vertical Federated Graph Neural Network Learning Oct 15, 2024 Backdoor Attack Federated Learning
— Unverified Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information Oct 7, 2024 Distributed Optimization Federated Learning
— Unverified Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling Dec 30, 2022 Federated Learning Quantization
— Unverified Deep leakage from gradients Dec 15, 2022 Federated Learning
— Unverified Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection Oct 22, 2024 Attribute Fairness
— Unverified Auction Based Clustered Federated Learning in Mobile Edge Computing System Mar 12, 2021 Edge-computing Federated Learning
— Unverified Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency Nov 9, 2023 Deep Learning Federated Learning
— Unverified Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks Feb 22, 2020 Deep Reinforcement Learning Edge-computing
— Unverified Deep Learning Model Security: Threats and Defenses Dec 12, 2024 Data Poisoning Deep Learning
— Unverified Backdoor Attacks in Peer-to-Peer Federated Learning Jan 23, 2023 Backdoor Attack Federated Learning
— Unverified A Two-Timescale Approach for Wireless Federated Learning with Parameter Freezing and Power Control Apr 2, 2025 Federated Learning
— Unverified Adaptive Federated Pruning in Hierarchical Wireless Networks May 15, 2023 Federated Learning Privacy Preserving
— Unverified Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings May 17, 2022 Federated Learning Segmentation
— Unverified Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT Feb 3, 2022 Deep Reinforcement Learning Federated Learning
— Unverified Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets Jun 23, 2022 Deep Reinforcement Learning Demand Forecasting
— Unverified Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing Apr 6, 2023 Deep Reinforcement Learning Edge-computing
— Unverified DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection Jan 3, 2022 Federated Learning
— Unverified Data-Heterogeneous Hierarchical Federated Learning with Mobility Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified 