Artificial Intelligence and Cybersecurity: Theory and Applications

Sipola, Tuomo, Kokkonen, Tero, Karjalainen, Mika

Artificial Intelligence and Cybersecurity: Theory and Applications
  • 出版商: Springer
  • 出版日期: 2023-12-08
  • 售價: $7,030
  • 貴賓價: 9.5 折 $6,679
  • 語言: 英文
  • 頁數: 301
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031150325
  • ISBN-13: 9783031150326
  • 相關分類: 人工智慧、資訊安全

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book discusses artificial intelligence (AI) and cybersecurity from multiple points of view. The diverse chapters reveal modern trends and challenges related to the use of artificial intelligence when considering privacy, cyber-attacks and defense as well as applications from malware detection to radio signal intelligence.
The chapters are contributed by an international team of renown researchers and professionals in the field of AI and cybersecurity.
During the last few decades the rise of modern AI solutions that surpass humans in specific tasks has occurred. Moreover, these new technologies provide new methods of automating cybersecurity tasks. In addition to the privacy, ethics and cybersecurity concerns, the readers learn several new cutting edge applications of AI technologies.
Researchers working in AI and cybersecurity as well as advanced level students studying computer science and electrical engineering with a focus on AI and Cybersecurity will find this book useful as a reference. Professionals working within these related fields will also want to purchase this book as a reference.

商品描述(中文翻譯)

本書從多個角度討論人工智慧（AI）和網絡安全。不同的章節揭示了在考慮隱私、網絡攻擊和防禦以及從恶意軟件檢測到無線電信號情報應用方面使用人工智慧時的現代趨勢和挑戰。

這些章節由國際知名的研究人員和專業人士在人工智慧和網絡安全領域貢獻。

在過去的幾十年中，現代人工智慧解決方案的崛起已經超越了人類在特定任務上的能力。此外，這些新技術提供了自動化網絡安全任務的新方法。除了隱私、倫理和網絡安全問題外，讀者還可以了解到幾個新的人工智慧技術的前沿應用。

從事人工智慧和網絡安全研究的研究人員，以及專注於人工智慧和網絡安全的計算機科學和電氣工程高級學生，將會發現本書作為參考資料非常有用。在這些相關領域工作的專業人士也會希望購買本書作為參考資料。

作者簡介

Tuomo Sipola works as a senior researcher at the Institute of Information Technology at JAMK University of Applied Sciences, Jyväskylä, Finland. His research interests include machine learning and data analytics, and he has worked in both research and commercial projects in many application areas, including predictive maintenance, network security and medical imaging. This earlier work experience includes research positions at the University of Jyväskylä and CEO duties in his startup company, CAP Data Technologies. He completed his PhD in mathematical information technology (University of Jyväskylä) in 2013, and recently, MA in Latin in 2020.
Tero Kokkonen works as a principal lecturer in cybersecurity and as the head of R&D in cybersecurity and artificial intelligence related R&D programs at JAMK University of Applied Sciences, Jyväskylä, Finland. Tero holds a PhD in information technology and has been promoted to adjunct professor (title of docent) in cybersecurity. Tero has significantly conducted research and development in cybersecurity and artificial intelligence including several international publications. Before his academic career, Tero has served as a program manager and technical specialist with C4ISR Systems in Finnish Air Force.
Mika Karjalainen is working at JAMK University of Applied Sciences as the director of School of Technology. Dr. Karjalainen also leads Institute of Information Technology's cybersecurity research, development and training center JYVSECTEC, which maintains and develops the Finnish national cybersecurity range, and has organized the Finnish National Cyber Security Exercise annually since 2013. Dr. Karjalainen holds a PhD in information technology and in conducting research in the field of cybersecurity education, especially focusing on students' learning during the cybersecurity exercises.

作者簡介(中文翻譯)

Tuomo Sipola在芬蘭Jyväskylä的JAMK應用科學大學資訊科技研究所擔任高級研究員。他的研究興趣包括機器學習和數據分析，並在許多應用領域中進行研究和商業項目，包括預測性維護、網絡安全和醫學影像。他之前的工作經驗包括在Jyväskylä大學擔任研究職位和在自己的初創公司CAP Data Technologies擔任CEO。他於2013年在數學資訊技術（Jyväskylä大學）獲得博士學位，並於2020年獲得拉丁文碩士學位。

Tero Kokkonen在芬蘭Jyväskylä的JAMK應用科學大學擔任資訊安全的主講師和資訊安全與人工智慧相關研發計畫的研發主管。Tero擁有資訊技術博士學位，並獲得資訊安全的副教授（docent）頭銜。Tero在資訊安全和人工智慧方面進行了重要的研究和開發，包括多篇國際出版物。在學術生涯之前，Tero曾在芬蘭空軍的C4ISR系統擔任計畫經理和技術專家。

Mika Karjalainen在JAMK應用科學大學擔任技術學院的院長。Karjalainen博士還領導著資訊科技研究所的資訊安全研究、開發和培訓中心JYVSECTEC，該中心負責維護和發展芬蘭國家資訊安全範圍，並自2013年以來每年舉辦芬蘭國家資訊安全演習。Karjalainen博士在資訊技術領域進行研究，尤其關注學生在資訊安全演習中的學習情況。

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