Client-specific Property Inference against Secure Aggregation in Federated Learning Mar 7, 2023 Federated Learning
Code Code Available 5 Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging Jul 2, 2024 Federated Learning
Code Code Available 5 Encrypted machine learning of molecular quantum properties Dec 5, 2022 Federated Learning molecular representation
Code Code Available 5 End-to-End Verifiable Decentralized Federated Learning Apr 19, 2024 Federated Learning
Code Code Available 5 SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data Jul 29, 2023 Clustering Federated Learning
Code Code Available 5 Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares Solution Oct 26, 2022 Data Integration Federated Learning
Code Code Available 5 Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs Jul 3, 2025 Federated Learning
Code Code Available 5 Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge Apr 23, 2018 Edge-computing Federated Learning
Code Code Available 5 Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin Nov 15, 2024 Federated Learning image-classification
Code Code Available 5 Efficient and Robust Regularized Federated Recommendation Nov 3, 2024 Federated Learning Recommendation Systems
Code Code Available 5 Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model Sep 28, 2024 Federated Learning Intrusion Detection
Code Code Available 5 Client Recruitment for Federated Learning in ICU Length of Stay Prediction Apr 28, 2023 Federated Learning Length-of-Stay prediction
Code Code Available 5 Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability Sep 26, 2024 Federated Learning
Code Code Available 5 Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation Jul 3, 2024 Federated Learning
Code Code Available 5 Dynamically Weighted Federated k-Means Oct 23, 2023 Clustering Federated Learning
Code Code Available 5 BOBA: Byzantine-Robust Federated Learning with Label Skewness Aug 27, 2022 Federated Learning Selection bias
Code Code Available 5 Effectiveness of Federated Learning and CNN Ensemble Architectures for Identifying Brain Tumors Using MRI Images Aug 28, 2022 Federated Learning
Code Code Available 5 Client-Edge-Cloud Hierarchical Federated Learning May 16, 2019 Federated Learning
Code Code Available 5 Empowering Data Mesh with Federated Learning Mar 26, 2024 Decision Making Federated Learning
Code Code Available 5 FedAH: Aggregated Head for Personalized Federated Learning Dec 2, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 A Novel Privacy-Preserved Recommender System Framework based on Federated Learning Nov 11, 2020 Federated Learning Recommendation Systems
— Unverified 0 Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX May 4, 2021 Federated Learning
— Unverified 0 A Novel Pearson Correlation-Based Merging Algorithm for Robust Distributed Machine Learning with Heterogeneous Data Jan 19, 2025 Data Poisoning Federated Learning
— Unverified 0 Advancing Deep Learning through Probability Engineering: A Pragmatic Paradigm for Modern AI Mar 19, 2025 Deep Learning Federated Learning
— Unverified 0 Chu-ko-nu: A Reliable, Efficient, and Anonymously Authentication-Enabled Realization for Multi-Round Secure Aggregation in Federated Learning Feb 23, 2024 Federated Learning
— Unverified 0 Chisme: Fully Decentralized Differentiated Deep Learning for Edge Intelligence May 14, 2025 Deep Learning Federated Learning
— Unverified 0 Characterization of the Global Bias Problem in Aerial Federated Learning Dec 29, 2022 Federated Learning
— Unverified 0 Channel-driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks Oct 19, 2022 Decision Making Federated Learning
— Unverified 0 A novel parameter decoupling approach of personalized federated learning for image analysis May 15, 2023 Federated Learning Personalized Federated Learning
— Unverified 0 A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis May 18, 2025 Anatomy Computational Efficiency
— Unverified 0 Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning May 26, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data Nov 16, 2023 Edge-computing Federated Learning
— Unverified 0 Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images Jan 26, 2022 Active Learning BIG-bench Machine Learning
— Unverified 0 Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning Dec 29, 2021 Federated Learning
— Unverified 0 A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT Oct 2, 2024 Edge-computing Federated Learning
— Unverified 0 CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models May 22, 2024 Decoder Federated Learning
— Unverified 0 CFLIT: Coexisting Federated Learning and Information Transfer Jul 26, 2022 Federated Learning
— Unverified 0 CFedAvg: Achieving Efficient Communication and Fast Convergence in Non-IID Federated Learning Jun 14, 2021 Federated Learning
— Unverified 0 A Novel Federated Learning-Based IDS for Enhancing UAVs Privacy and Security Dec 7, 2023 Federated Learning Intrusion Detection
— Unverified 0 Advances in Robust Federated Learning: Heterogeneity Considerations May 16, 2024 Diversity Federated Learning
— Unverified 0 Accelerated Federated Learning with Decoupled Adaptive Optimization Jul 14, 2022 Federated Learning
— Unverified 0 Certified Robustness for Free in Differentially Private Federated Learning Sep 29, 2021 Federated Learning
— Unverified 0 Certified Federated Adversarial Training Dec 20, 2021 Adversarial Robustness Federated Learning
— Unverified 0 A Novel Attribute Reconstruction Attack in Federated Learning Aug 16, 2021 Attribute Federated Learning
— Unverified 0 Certifiably-Robust Federated Adversarial Learning via Randomized Smoothing Mar 30, 2021 Federated Learning
— Unverified 0 Cerberus: Exploring Federated Prediction of Security Events Sep 7, 2022 Federated Learning Prediction
— Unverified 0 A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss Apr 6, 2025 Federated Learning Knowledge Distillation
— Unverified 0 Centroid Approximation for Byzantine-Tolerant Federated Learning Jun 18, 2025 Distributed Computing Federated Learning
— Unverified 0 An Optimization Framework for Federated Edge Learning Nov 26, 2021 Edge-computing Federated Learning
— Unverified 0 An Optimal Transport Approach to Personalized Federated Learning Jun 6, 2022 Federated Learning Personalized Federated Learning
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