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An Overview of Trustworthy AI: Advances in IP Protection, Privacy-Preserving Federated Learning, Security Verification, and GAI Safety Alignment for IEEE...
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https://sherpa.ai/blog/federated-learning-vs-centralized-data/
Federated Learning vs Centralized Data | Sherpa AI
Nov 19, 2025 - For decades, the development of Artificial Intelligence (AI) has been closely tied to the mass collection of data in centralized servers. This approach has enab
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https://pure.ecnu.edu.cn/zh/publications/multi-width-neural-network-assisted-hierarchical-federated-learni/
Multi-Width Neural Network-Assisted Hierarchical Federated Learning in Heterogeneous...
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https://www.ieeta.pt/publicacoes/edge-flguard-a-federated-learning-framework-for-real-time-anomaly-detection-in-5g-enabled-iot-ecosystems/
Edge-FLGuard: A Federated Learning Framework for Real-Time Anomaly Detection in 5G-Enabled IoT...
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https://vargas-solar.com/friendly/
FRIENDLY | A fairness approach to deal with data and models in federated learning verifying an...
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https://pathology.med.upenn.edu/research/publications/federated-learning-enables-big-data-rare-cancer-boundary-detection
Federated learning enables big data for rare cancer boundary detection | University of Pennsylvania...
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https://research.google/pubs/expanding-the-reach-of-federated-learning-by-reducing-client-resource-requirements/
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
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https://cybercni.fr/the-evolution-of-federated-learning-based-intrusion-detection-and-mitigation-a-survey-8/
The Evolution of Federated Learning-based Intrusion Detection and Mitigation: a Survey - Chaire...
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https://warrenelectronics.com/1894/how-to-implement-a-secure-and-efficient-federated-learning-framework
How to implement a secure and efficient federated learning framework? - Warrenelectronics
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https://pure.ecnu.edu.cn/en/publications/fppfl-fedavg-based-privacy-preserving-federated-learning/
FPPFL: FedAVG-based Privacy-Preserving Federated Learning - East China Normal University
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