Crypto and AI : From Coevolution to Quantum Revolution / by Behrouz Zolfaghari, Hamid Nemati, Naoto Yanai, Khodakhast Bibak.

Format:

Book

Author/Creator:

Zolfaghari, Behrouz, author.

Series:

Intelligent Technologies and Robotics Series

Language:

English

Subjects (All):

Computational intelligence.

Telecommunication.

Cryptography.

Data encryption (Computer science).

Artificial intelligence.

Computational Intelligence.

Communications Engineering, Networks.

Cryptology.

Artificial Intelligence.

Local Subjects:

Computational Intelligence.

Communications Engineering, Networks.

Cryptology.

Artificial Intelligence.

Physical Description:

1 online resource (229 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

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. Studies the synergetic interaction of AI and crypto, leading to a coevolution process; Discusses the impact of the quantum revolution on the future of the dichotomy of AI and crypto; Investigates the interaction among quantum computing, AI and crypto in a systematic way.

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.

Notes:

Includes bibliographical references and index.

Description based on publisher supplied metadata and other sources.

ISBN:

9783031448072

3031448073

OCLC:

1409683551