Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM Feb 25, 2025 Computational Efficiency Federated Learning
— Unverified 0 Design of Two-Level Incentive Mechanisms for Hierarchical Federated Learning Apr 9, 2023 Federated Learning Vocal Bursts Valence Prediction
— Unverified 0 Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm Mar 19, 2022 Federated Learning Vertical Federated Learning
— Unverified 0 Detailed comparison of communication efficiency of split learning and federated learning Sep 18, 2019 Federated Learning
— Unverified 0 Detection and Prevention Against Poisoning Attacks in Federated Learning Oct 24, 2022 Federated Learning
— Unverified 0 Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication Jul 16, 2024 Anomaly Detection Federated Learning
— Unverified 0 Detection of Insider Attacks in Distributed Projected Subgradient Algorithms Jan 18, 2021 Federated Learning
— Unverified 0 Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications Jul 18, 2022 Activity Recognition Anomaly Detection
— Unverified 0 Detection of ransomware attacks using federated learning based on the CNN model May 1, 2024 Federated Learning
— Unverified 0 DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning Nov 19, 2024 Adversarial Attack Backdoor Attack
— Unverified 0 De-VertiFL: A Solution for Decentralized Vertical Federated Learning Oct 8, 2024 Federated Learning Privacy Preserving
— Unverified 0 Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks Nov 7, 2023 Federated Learning
— Unverified 0 Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation Jan 4, 2021 Federated Learning Learning Theory
— Unverified 0 Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things Feb 4, 2024 Deep Reinforcement Learning Federated Learning
— Unverified 0 Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning Jul 23, 2021 Federated Learning Scheduling
— Unverified 0 Device Scheduling for Over-the-Air Federated Learning with Differential Privacy Oct 31, 2022 Federated Learning Scheduling
— Unverified 0 Device Scheduling for Relay-assisted Over-the-Air Aggregation in Federated Learning Dec 15, 2023 Federated Learning Scheduling
— Unverified 0 Device Scheduling with Fast Convergence for Wireless Federated Learning Nov 3, 2019 Federated Learning Scheduling
— Unverified 0 DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot Federated Learning Sep 12, 2024 Federated Learning image-classification
— Unverified 0 DFedADMM: Dual Constraints Controlled Model Inconsistency for Decentralized Federated Learning Aug 16, 2023 Federated Learning
— Unverified 0 dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Mar 13, 2025 Federated Learning Mixture-of-Experts
— Unverified 0 DFML: Decentralized Federated Mutual Learning Feb 2, 2024 Federated Learning
— Unverified 0 DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning Sep 24, 2023 Data-free Knowledge Distillation Diversity
— Unverified 0 DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities May 18, 2021 Federated Learning Management
— Unverified 0 Differentially Private AUC Computation in Vertical Federated Learning May 24, 2022 Federated Learning Vertical Federated Learning
— Unverified 0 Differentially Private CutMix for Split Learning with Vision Transformer Oct 28, 2022 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Data Generative Models Dec 6, 2018 BIG-bench Machine Learning Federated Learning
— Unverified 0 Differentially Private Distributed Convex Optimization Feb 28, 2023 Distributed Optimization Federated Learning
— Unverified 0 Differentially Private Federated Combinatorial Bandits with Constraints Jun 27, 2022 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Federated Bayesian Optimization with Distributed Exploration Oct 27, 2021 Bayesian Optimization Federated Learning
— Unverified 0 Differentially Private Federated Learning with Local Regularization and Sparsification Mar 7, 2022 Federated Learning
— Unverified 0 Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference Apr 25, 2024 Federated Learning
— Unverified 0 Differentially Private Federated Learning without Noise Addition: When is it Possible? May 6, 2024 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Federated Learning With Time-Adaptive Privacy Spending Feb 25, 2025 Federated Learning
— Unverified 0 Differentially Private Federated Learning: A Systematic Review May 14, 2024 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Federated Learning for Resource-Constrained Internet of Things Mar 28, 2020 Federated Learning
— Unverified 0 Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation Dec 20, 2024 Denoising Federated Learning
— Unverified 0 Differentially Private Federated Learning via Inexact ADMM Jun 11, 2021 Federated Learning image-classification
— Unverified 0 Differentially Private Federated Learning via Inexact ADMM with Multiple Local Updates Feb 18, 2022 Federated Learning image-classification
— Unverified 0 Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Dec 29, 2023 Federated Learning Language Modeling
— Unverified 0 Differentially Private Meta-Learning Sep 12, 2019 Federated Learning Few-Shot Learning
— Unverified 0 Differentially Private Multi-Site Treatment Effect Estimation Oct 10, 2023 Causal Inference Federated Learning
— Unverified 0 Differentially Private Online Federated Learning with Correlated Noise Mar 25, 2024 Federated Learning
— Unverified 0 Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified 0 Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications Oct 12, 2020 Federated Learning Fraud Detection
— Unverified 0 Differentially Private Vertical Federated Learning Nov 13, 2022 Federated Learning Vertical Federated Learning
— Unverified 0 Differentially Private Wireless Federated Learning Using Orthogonal Sequences Jun 14, 2023 Federated Learning Privacy Preserving
— Unverified 0 Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction Apr 25, 2025 Decision Making Disease Prediction
— Unverified 0 Differential Privacy-enabled Federated Learning for Sensitive Health Data Oct 7, 2019 Federated Learning
— Unverified 0 Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
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