Bandwidth Slicing to Boost Federated Learning in Edge Computing Oct 24, 2019 Edge-computing Federated Learning
— Unverified Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning Aug 27, 2024 Data Compression Federated Learning
— Unverified Adaptive incentive for cross-silo federated learning: A multi-agent reinforcement learning approach Feb 15, 2023 Federated Learning Multi-agent Reinforcement Learning
— Unverified Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks Jan 10, 2021 Fairness Federated Learning
— Unverified Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning Dec 14, 2020 Fairness Federated Learning
— Unverified A Life-long Learning Intrusion Detection System for 6G-Enabled IoV Jul 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Accurate and Fast Federated Learning via IID and Communication-Aware Grouping Dec 9, 2020 Federated Learning
— Unverified Banded Square Root Matrix Factorization for Differentially Private Model Training May 22, 2024 Federated Learning
— Unverified Balancing Similarity and Complementarity for Federated Learning May 16, 2024 Federated Learning
— Unverified Algorithm Fairness in AI for Medicine and Healthcare Oct 1, 2021 Disentanglement Fairness
— Unverified Balancing Security and Accuracy: A Novel Federated Learning Approach for Cyberattack Detection in Blockchain Networks Sep 8, 2024 Federated Learning
— Unverified Balancing Privacy Protection and Interpretability in Federated Learning Feb 16, 2023 Federated Learning
— Unverified Declarative Privacy-Preserving Inference Queries Jan 22, 2024 Federated Learning Management
— Unverified Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning Jan 1, 2024 Federated Learning Graph Learning
— Unverified ABC-FL: Anomalous and Benign client Classification in Federated Learning Aug 10, 2021 Classification Data Poisoning
— Unverified Decentralised and collaborative machine learning framework for IoT Dec 19, 2023 Federated Learning Incremental Learning
— Unverified Decentralised Traffic Incident Detection via Network Lasso Feb 28, 2024 Federated Learning
— Unverified Decentralized EM to Learn Gaussian Mixtures from Datasets Distributed by Features Jan 24, 2022 Federated Learning
— Unverified Decentralized Federated Learning via Mutual Knowledge Transfer Dec 24, 2020 Federated Learning Transfer Learning
— Unverified Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks Feb 22, 2020 Deep Reinforcement Learning Edge-computing
— Unverified Privacy-Preserving Taxi-Demand Prediction Using Federated Learning May 14, 2023 Federated Learning Prediction
— Unverified FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation May 9, 2023 Data Poisoning Federated Learning
— Unverified A-LAQ: Adaptive Lazily Aggregated Quantized Gradient Oct 31, 2022 Federated Learning
— Unverified Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning Dec 22, 2023 Federated Learning
— Unverified Balancing Client Participation in Federated Learning Using AoI May 8, 2025 Federated Learning Scheduling
— Unverified A Knowledge Distillation-Based Backdoor Attack in Federated Learning Aug 12, 2022 Backdoor Attack Federated Learning
— Unverified Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning Dec 11, 2020 Federated Learning
— Unverified Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures Jun 29, 2023 Federated Learning Transfer Learning
— Unverified Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning Jul 17, 2022 Federated Learning Robust Design
— Unverified Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits Dec 6, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Balanced Multi-modal Federated Learning via Cross-Modal Infiltration Dec 31, 2023 Distributed Computing Federated Learning
— Unverified BAFFLE: TOWARDS RESOLVING FEDERATED LEARNING’S DILEMMA - THWARTING BACKDOOR AND INFERENCE ATTACKS Jan 1, 2021 Federated Learning image-classification
— Unverified A Joint Gradient and Loss Based Clustered Federated Learning Design Nov 22, 2023 Clustering Federated Learning
— Unverified Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application Aug 6, 2024 Crop Yield Prediction Federated Learning
— Unverified Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy May 16, 2024 Federated Learning Privacy Preserving
— Unverified Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach Jan 14, 2020 Fairness Federated Learning
— Unverified BaFFLe: Backdoor detection via Feedback-based Federated Learning Nov 4, 2020 Federated Learning Model Poisoning
— Unverified A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning Jul 16, 2025 Data Poisoning Federated Learning
— Unverified BadVFL: Backdoor Attacks in Vertical Federated Learning Apr 18, 2023 Backdoor Attack Federated Learning
— Unverified BadSFL: Backdoor Attack against Scaffold Federated Learning Nov 25, 2024 Backdoor Attack Federated Learning
— Unverified AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Dec 19, 2022 Adversarial Attack Backdoor Attack
— Unverified D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning Apr 15, 2021 Federated Learning
— Unverified BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning Jun 18, 2024 Data Poisoning Federated Learning
— Unverified Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning Jan 22, 2025 Federated Learning Personalized Federated Learning
— Unverified AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion Jan 23, 2025 Collaborative Filtering Federated Learning
— Unverified BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks Nov 1, 2024 Fairness Federated Learning
— Unverified AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory Oct 25, 2023 Federated Learning
— Unverified Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning Jul 26, 2024 Federated Learning Inference Attack
— Unverified DEAL: Decremental Energy-Aware Learning in a Federated System Feb 5, 2021 energy management Federated Learning
— Unverified DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning Jan 30, 2022 Deep Reinforcement Learning Federated Learning
— Unverified 