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This Book contains an introductory viewpoint on Cyber networks, different threats to cyber networks, Deep learning, and how to design different autonomous systems for cyber security and its prevention medium. The goal is to approach this in a simplified form, by first taking a look at the different forms of cyber threats, understanding deep learning, and how we can use deep learning and dynamic controls in developing safe and autonomous systems for a safe network.