Enhancement of Security in Connection establishment for IoT Infrastructure through Adversarial Neural Cryptography using GANs

Abstract

. As we are moving ahead in this Digital Age of Information, the need for fortification for Digital Assets and Data is also increasing day by day. Soon, in the near future, we will be able to see everything connected and controlled by a single large-scale network called the Internet. This whole infrastructure of connected various machines is coined with a term called the Internet of Things. With this versatile connection of Devices, Sensors, and machines, every digital asset an Individual can own will be at risk. The Increase in number of Assets will lead to increase in the number of Threats and Vulnerabilities which will result in a catastrophic future. To avoid such situations, we are in need of some dynamic strategies that can help individuals to protect themselves from such threats. Here we will be discussing, how these assets can be protected in an IoT environment by implementing Security through Adversarial Neural Cryptography using Generative Adversarial Networks. Fortification of this Cryptographic technique is giving momentous results when implemented in IoT devices during establishing connections, without human interference.