Crypto and AI : from coevolution to quantum revolution / Behrouz Zolfaghari, Hamid Nemati, Naoto Yanai, Khodakhast Bibak.
Zolfaghari, Behrouz, author.; Nemati, Hamid R., 1958- author.; Yanai, Naoto, author.; Bibak, Khodakhast, author.
2023
Q335
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Title
Crypto and AI : from coevolution to quantum revolution / Behrouz Zolfaghari, Hamid Nemati, Naoto Yanai, Khodakhast Bibak.
Author
Zolfaghari, Behrouz, author.
ISBN
9783031448072 (electronic bk.)
3031448073 (electronic bk.)
9783031448065
3031448065
DOI
https://doi.org/10.1007/978-3-031-44807-2
Published
Cham : Springer, 2023.
Language
English
Description
1 online resource (xii, 230 pages) : illustrations
Item Number
10.1007/978-3-031-44807-2 doi
Call Number
Q335
Dewey Decimal Classification
006.3
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed November 28, 2023).
Added Author
Nemati, Hamid R., 1958- author.
Yanai, Naoto, author.
Bibak, Khodakhast, author.
Available in Other Form
Crypto and AI
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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.

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