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Whitepapers
Your source for in-depth industry insights.
Whitepaper
4 minutes
Framework for Auditable Edge MLOps
Understand the governance framework for auditable edge MLOps, ensuring compliance with AI principles and robust audit trails.
Whitepaper
12 minutes
Framework for Explainable Edge MLOps
Learn about methods for making edge MLOps transparent and explainable, facilitating better understanding and trust in AI systems.
Whitepaper
14 minutes
Framework for accessing privacy accuracy trade-off in FL
Discover techniques to balance privacy and accuracy in AI models, optimizing both for enhanced data protection and performance.
Whitepaper
19 minutes
Fortifying AI Against Adversarial Attacks in Federated Learning
Explore a framework for fortifying federated learning against adversarial attacks, ensuring secure and robust AI deployments.
Whitepaper
8 minutes
OctaiPipe’s Federated XGBoost Implementation for Enhanced Data Privacy
FLeXGBoost improves communication efficiency, reduces power consumption, and enhances data privacy while maintaining high model accuracy.
Whitepaper
12 minutes
The UK Water Industry’s Transformation with Federated Edge AI
Learn about the potential of federated edge ai in the water industry, which OctaiPipe and Arup have collaborated on.
Whitepaper
11 minutes
Federated Learning and Trust: Building Trustworthiness in Distributed AI Systems
Unveil strategies for navigating security challenges, achieving privacy-accuracy equilibrium, and ensuring model explainability across diverse edge devices.
