Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration

Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration

31 March 2025

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Papers citing "Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration"

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Title
Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures Yang Wang Wenxuan Zhu Xuehui Quan Heyi Wang Chang-rui Liu Qiyuan Wu AI4TS AI4CE 73 3 0 27 May 2025
Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks Lu Dai Wenxuan Zhu Xuehui Quan Renzi Meng Sheng Cai Yichen Wang 81 1 0 13 May 2025
Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning Yidan Wang Tengda Tang Zhou Fang Yingnan Deng Yifei Duan 54 3 0 01 May 2025
A Deep Learning Framework for Sequence Mining with Bidirectional LSTM and Multi-Scale Attention Tao Yang Yu Cheng Yaokun Ren Yujia Lou Minggu Wei Honghui Xin AIMat HAI 105 4 0 21 Apr 2025
A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning Jia Gao Shuangquan Lyu Guiran Liu Binrong Zhu Hongye Zheng Xiaoxuan Liao VLM 98 11 0 13 Feb 2025
Multi-Scale Transformer Architecture for Accurate Medical Image Classification Jiacheng Hu Yanlin Xiang Yang Lin Junliang Du Hanchao Zhang Houze Liu ViT MedIm 91 5 0 10 Feb 2025
Optimized Unet with Attention Mechanism for Multi-Scale Semantic Segmentation Xuan Li Quanchao Lu Yankaiqi Li Muqing Li Yijiashun Qi SSeg 197 9 0 06 Feb 2025
Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion Jiacheng Hu Tai An Zidong Yu Junliang Du Yuanshuai Luo 95 12 0 05 Feb 2025
A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models Junliang Du Shiyu Dou Bohuan Yang Jiacheng Hu Tai An 198 9 0 05 Feb 2025
AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP Xiaoxuan Sun Yue Yao Xiaoye Wang Pochun Li Xuan Li 113 6 0 28 Jan 2025