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Artificial Intelligence and Cybersecurity: Theory and Applications
暫譯: 人工智慧與網路安全:理論與應用

Sipola, Tuomo, Kokkonen, Tero, Karjalainen, Mika

  • 出版商: Springer
  • 出版日期: 2023-12-08
  • 售價: $6,290
  • 貴賓價: 9.5$5,976
  • 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)

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)

本書從多個角度探討人工智慧(AI)和網路安全。各章節揭示了與人工智慧使用相關的現代趨勢和挑戰,考量隱私、網路攻擊與防禦,以及從惡意軟體檢測到無線信號情報的應用。
這些章節由國際知名的研究人員和專業人士共同撰寫,專注於AI和網路安全領域。
在過去幾十年中,現代AI解決方案的興起使其在特定任務上超越人類。此外,這些新技術提供了自動化網路安全任務的新方法。除了隱私、倫理和網路安全的考量外,讀者還將學習到幾個尖端的AI技術應用。
從事AI和網路安全研究的研究人員,以及專注於AI和網路安全的計算機科學和電機工程高級學生,將會發現本書作為參考資料非常有用。從事相關領域的專業人士也會希望購買本書作為參考。

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 擔任芬蘭於於耶維斯基拉的 JAMK 應用科技大學資訊技術研究所的高級研究員。他的研究興趣包括機器學習和數據分析,並且在許多應用領域中參與過研究和商業項目,包括預測性維護、網絡安全和醫學影像。他的早期工作經驗包括在耶維斯基拉大學的研究職位以及在他的創業公司 CAP Data Technologies 擔任執行長。他於 2013 年在耶維斯基拉大學獲得數學資訊技術博士學位,並於 2020 年獲得拉丁文碩士學位。
Tero Kokkonen 擔任芬蘭於於耶維斯基拉的 JAMK 應用科技大學的網絡安全首席講師及網絡安全和人工智慧相關研發計畫的負責人。Tero 擁有資訊技術博士學位,並已晉升為網絡安全的兼任教授(docent)。Tero 在網絡安全和人工智慧領域進行了大量的研究和開發,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 應用科技大學擔任技術學院院長。Karjalainen 博士還領導資訊技術研究所的網絡安全研究、開發和培訓中心 JYVSECTEC,該中心維護和發展芬蘭國家網絡安全範圍,自 2013 年以來每年組織芬蘭國家網絡安全演習。Karjalainen 博士擁有資訊技術博士學位,並在網絡安全教育領域進行研究,特別專注於學生在網絡安全演習中的學習。