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This article discusses the use of machine learning techniques and analytics in cloud security. It covers the challenges of traditional cryptography in resource-constrained devices and how machine learning can be used to provide effective security measures. The article also mentions case studies and projects that demonstrate the implementation of machine learning algorithms in existing cloud-based products.