Crypto and AI: From Coevolution to Quantum Revolution
暫譯: 加密與人工智慧:從共同演化到量子革命

Zolfaghari, Behrouz, Nemati, Hamid, Yanai, Naoto

  • 出版商: Springer
  • 出版日期: 2024-11-16
  • 售價: $5,810
  • 貴賓價: 9.5$5,520
  • 語言: 英文
  • 頁數: 230
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303144809X
  • ISBN-13: 9783031448096
  • 相關分類: 量子 Quantum
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書研究了密碼學與人工智慧(AI)之間的交集,突顯了這兩種技術之間的重要交互影響和潛力。作者首先研究了密碼學和人工智慧的各自生態系統,以顯示每種技術在另一種技術生態系統中的無處不在。接下來,他們展示了這些技術如何以協作或對抗的方式結合在一起。在下一部分中,作者強調了密碼學與人工智慧之間形成的共同演化過程。整本書中,作者利用最先進研究的證據展望加密與人工智慧二分法的未來。作者解釋了他們預期量子計算將在不久的將來加入這一二分法,將其擴展為三分法。他們通過兩個案例研究驗證了這一點,突顯了加密、人工智慧和量子技術交匯的另一種情境。作者研究了當前在混沌圖像加密以及信息理論密碼學中的趨勢,並展示了這些趨勢如何傾向於量子啟發的人工智慧(QiAI)。在結束討論後,作者為有興趣的研究者建議了未來的研究方向。

- 研究人工智慧與密碼學的協同互動,導致共同演化過程;
- 討論量子革命對人工智慧與密碼學二分法未來的影響;
- 以系統化的方式調查量子計算、人工智慧和密碼學之間的互動。

作者簡介

Behrouz Zolfaghari has received his Ph.D. in computer engineering from Amirkabir University of Technology, Tehran, Iran. He has done three postdocs at Indian Institute of Technology (Guwahati), University of Guelph (Ontario, Canada) and Waseda University, Tokyo, Japan. He is currently working as an assistant professor at Osaka University, Japan. His book has been ranked as the best book of all time in the world in the area of cryptographic hardware. He has won the ScienceFather Best Researcher award for his books in Cryptography.

Hamid R. Nemati is a Professor of Information Systems at the Information Systems and Supply Chain Management Department of The University of North Carolina at Greensboro. He holds a doctorate degree in Information Technology and Management Science from the University of Georgia and a Master of Business Administration from The University of Massachusetts. He has extensive professional experience a developer and an analyst and has consulted with a number of major corporations. Before coming to UNCG, he was on the faculty of J. Mack Robinson College of Business Administration at Georgia State University. Dr. Nemati is internationally recognized for his research in behavioral aspects of Information Technology development and use. He is the founding Editor-in-Chief of International Journal of Information Security and Privacy and the Editor-in-Chief of the Information Security and Privacy Book Series. He has published ten books and over 130 peer reviewed academic publications in various scholarly and professional journals and conference proceedings. He has been the PI or Co-PI on several grant projects totaling over $450,000. Noteworthy among them are grants awarded for studying the implication of the use of information technology in prevention of interpersonal violence specifically domestic and child abuse and a grant awarded by the UNC System to the University of North Carolina at Greensboro for the development of three Post Baccalaureate Certificate Programs in Information Technology, Information Assurance, Security and Privacy and Logistic and Supply Chain Management. He was the director of MSITM, where during his tenure; he revised the curriculum, increased student enrollment and introduced new programs. Dr. Nemati is an award winning teacher and has extensive experience teaching various aspects of information technology. He has developed and taught over 30 new courses including courses in software application programming and web development, cybersecurity, information security, database development, knowledge management and data analytics. He has mentored undergraduate, graduate and doctoral students on various research projects including independent projects, theses and dissertations. He has mentored over twenty doctoral students and has been the academic advisor to over 100 graduate students and has supervised over 70 graduate research projects. To date, his research collaborations with his students has resulted in one published book and over 40 refereed research articles.

Naoto Yanai joined Osaka University as an assistant professor in 2014. He has been working as an associate professor in Osaka University since 2021. He is the head of the Information Security Engineering lab in graduate school of information science and Technology. His research area includes many aspects of information security from theoretical analysis based on mathematics to the vulnerability analysis of state-of-the-art technologies. He is working on the design of novel security technologies by leveraging the analysis results to prevent the latest cyberattacks.

Khodakhast Bibak is an Assistant Professor at the Department of Computer Science and Software Engineering at Miami University. Previously, he was a Postdoctoral Research Associate (September 2017 - August 2018) in the Coordinated Science Laboratory at the University of Illinois at Urbana-Champaign. Before this, he was a Postdoctoral Research Fellow(May-August 2017) at the Department of Computer Science, University of Victoria, from where he also received his PhD (April 2017). Prior to that, he obtained a Master of Mathematics degree (April 2013) at the Department of Combinatorics & Optimization, University of Waterloo, where he was also a member of the Centre for Applied Cryptographic Research (CACR). Khodakhast's research interests are Cybersecurity, Applied Cryptography, Quantum Information Science (QIS), Artificial Intelligence, and the related areas.

作者簡介(中文翻譯)

Behrouz Zolfaghari 於伊朗德黑蘭的阿米爾卡比爾科技大學獲得計算機工程博士學位。他曾在印度理工學院(古瓦哈提)、加拿大圭爾夫大學和日本早稻田大學完成三個博士後研究。目前,他在日本大阪大學擔任助理教授。他的著作在加密硬體領域被評為全球最佳書籍。他因其在密碼學方面的著作獲得了 ScienceFather 最佳研究者獎。

Hamid R. Nemati 是北卡羅來納大學格林斯伯勒分校資訊系統與供應鏈管理系的教授。他擁有喬治亞大學的資訊科技與管理科學博士學位,以及麻薩諸塞大學的工商管理碩士學位。他在開發和分析方面擁有豐富的專業經驗,並曾為多家大型企業提供諮詢。在加入 UNCG 之前,他曾在喬治亞州立大學的 J. Mack Robinson 商學院任教。Nemati 博士因其在資訊科技發展與使用的行為方面的研究而享有國際聲譽。他是《國際資訊安全與隱私期刊》的創始主編,也是資訊安全與隱私書系的主編。他已出版十本書籍和超過 130 篇經過同行評審的學術出版物,發表於各種學術和專業期刊及會議論文集中。他曾擔任多個總額超過 450,000 美元的研究計畫的首席研究員或共同首席研究員。其中值得注意的是,獲得的資助用於研究資訊科技在預防人際暴力(特別是家庭和兒童虐待)中的應用,以及北卡羅來納大學系統授予北卡羅來納大學格林斯伯勒分校的資助,用於開發三個資訊科技、資訊保障、安全與隱私以及物流與供應鏈管理的後學士證書課程。他曾擔任 MSITM 的主任,在任內修訂課程、增加學生入學人數並引入新課程。Nemati 博士是一位獲獎教師,擁有教授資訊科技各個方面的豐富經驗。他開發並教授了超過 30 門新課程,包括軟體應用程式編程和網頁開發、網路安全、資訊安全、資料庫開發、知識管理和數據分析等課程。他指導過本科生、研究生和博士生參與各種研究項目,包括獨立項目、論文和學位論文。他指導過超過二十名博士生,並擔任過超過 100 名研究生的學術顧問,監督超過 70 個研究生研究項目。迄今為止,他與學生的研究合作已產生一本已出版的書籍和超過 40 篇經過審核的研究文章。

Naoto Yanai 於 2014 年加入大阪大學擔任助理教授。自 2021 年以來,他一直在大阪大學擔任副教授。他是資訊科學與技術研究所資訊安全工程實驗室的負責人。他的研究領域涵蓋資訊安全的多個方面,從基於數學的理論分析到最先進技術的脆弱性分析。他正在利用分析結果設計新型安全技術,以防止最新的網路攻擊。

Khodakhast Bibak 是邁阿密大學計算機科學與軟體工程系的助理教授。此前,他曾在伊利諾伊大學香檳分校的協調科學實驗室擔任博士後研究助理(2017 年 9 月 - 2018 年 8 月)。在此之前,他於維多利亞大學計算機科學系擔任博士後研究員(2017 年 5 月 - 2017 年 8 月),並於 2017 年 4 月獲得該校的博士學位。在此之前,他於滑鐵盧大學組合學與優化系獲得數學碩士學位(2013 年 4 月),並曾是應用密碼學研究中心(CACR)的成員。Khodakhast 的研究興趣包括網路安全、應用密碼學、量子資訊科學(QIS)、人工智慧及相關領域。