Novel Approaches for Secure Data Packet Transmission in Public Spaces via GANs and Blockchain

Abstract

In today's digitally connected world, giving secure data packet transmission in public spaces is paramount. Traditional encryption methods have limitations when it comes to protecting sensitive records from sophisticated cyber threats. This chapter proposes a novel approach leveraging generative adversarial networks (GANs) and block formed chain structured technology to enhance data packets security in public spaces. The proposed methodology, dubbed SecureGANChain, utilizes a machine learning-driven algorithm to encrypt and transmit data packets securely across public networks. SecureGANChain harnesses the power of GANs to generate encryption keys dynamically, making it extremely difficult for adversaries to intercept or decipher transmitted data packets. Additionally, block formed chain structured technology is employed to create a tamper-proof and immutable ledger, giving the integrity and authenticity of transmitted data packets.