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Full Description
This book studies the intersection between cryptography and AI, highlighting the significant cross-impact and potential between the two technologies. The authors first study the individual ecosystems of cryptography and AI to show the omnipresence of each technology in the ecosystem of the other one. Next, they show how these technologies have come together in collaborative or adversarial ways. In the next section, the authors highlight the coevolution being formed between cryptography and AI. Throughout the book, the authors use evidence from state-of-the-art research to look ahead at the future of the crypto-AI dichotomy. The authors explain how they anticipate that quantum computing will join the dichotomy in near future, augmenting it to a trichotomy. They verify this through two case studies highlighting another scenario wherein crypto, AI and quantum converge. The authors study current trends in chaotic image encryption as well as information-theoretic cryptography and show how these trends lean towards quantum-inspired artificial intelligence (QiAI). After concluding the discussions, the authors suggest future research for interested researchers.
Contents
Introduction.- The Cross-Impact between Cryptography and Artificial Intelligence.- II Past: War and Peace.- The Dichotomy of Crypto and NN.- III Present: Coevolution.- AI Makes Crypto Evolve.- Crypto Makes AI Evolve.- IV From a Dichotomy to a Trichotomy- Quantum Computing: The Third Vertex of the Triangle.- Chaotic Image Encryption: State-of-the-Art, Ecosystem and the Promise of Quantum-Inspired AI.- Information-Theoretic Cryptography: Life Cycle, Ecosystem and the Promise of Quantum-Inspired AI.- Further Works.- Conclusion.
