AI for Big Data-Based Engineering Applications from Security Perspectives
暫譯: 從安全角度探討大數據工程應用的人工智慧

Raj, Balwinder, Gupta, Brij B., Yamaguchi, Shingo

AI for Big Data-Based Engineering Applications from Security Perspectives
  • 出版商: CRC
  • 出版日期: 2023-06-30
  • 售價: $4,870
  • 貴賓價: 9.5 折 $4,627
  • 語言: 英文
  • 頁數: 246
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032136138
  • ISBN-13: 9781032136134
  • 相關分類: 人工智慧、大數據 Big-data、資訊安全

    • 海外代購書籍(需單獨結帳)

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商品描述

Artificial Intelligence, machine learning and advanced electronic circuits are learning from every data input and using those inputs to generate new rules for future business analytics. Artificial Intelligence and Machine Learning are now giving us new opportunities to use the big data that we already had, as well as unleash a whole lot of new use cases with new data types. With the increasing use of Artificial Intelligence dealing with highly sensitive information such as health care, adequate security measures are required to be taken for the secure storage and transmission. AI for Big data based Engineering applications from security perspectives provide broader coverage of the basic aspects of advanced circuits design and applications.

The book AI for Big data based Engineering applications from security perspectives is an integrated source which aims at understanding the basic concepts associated with the security of the advanced circuits. The content includes theoretical frameworks and recent empirical findings in the field to understand the associated principles, key challenges and recent real-time applications of the advanced circuits, AI and Big data security. It illustrates the notions, models and terminologies that are widely used in the area of VLSI circuits, security, identifies the existing security issues in the field, and evaluates the underlying factors that influence the security of the systems. It emphasizes the idea of understanding the motivation of the advanced circuits' design to establish the AI interface and to mitigate the security attacks in a better way for big data. This book also outlines the exciting areas of future research where the already existing methodologies can be implemented. Moreover, this book is suitable for students, researchers, and professionals who are looking forward to carry out research in the field of AI for Big data based Engineering applications from security perspectives, faculty members across the universities and software developers.

商品描述(中文翻譯)

人工智慧、機器學習和先進電子電路正在從每一個數據輸入中學習，並利用這些輸入生成未來商業分析的新規則。人工智慧和機器學習現在為我們提供了利用我們已擁有的大數據的新機會，並釋放出許多新的用例，這些用例涉及新的數據類型。隨著人工智慧在處理高度敏感的信息（如醫療保健）中的日益使用，必須採取適當的安全措施以確保安全的存儲和傳輸。從安全的角度看，基於大數據的工程應用中的人工智慧提供了對先進電路設計和應用基本方面的更廣泛覆蓋。

本書《從安全角度看基於大數據的工程應用中的人工智慧》是一個綜合性資源，旨在理解與先進電路安全相關的基本概念。內容包括理論框架和該領域最近的實證研究結果，以理解相關原則、主要挑戰以及先進電路、人工智慧和大數據安全的最新實時應用。它闡述了在VLSI電路、安全領域廣泛使用的概念、模型和術語，識別該領域現有的安全問題，並評估影響系統安全的潛在因素。它強調理解先進電路設計動機的理念，以建立人工智慧介面，並更好地減輕大數據的安全攻擊。本書還概述了未來研究的激動人心的領域，這些領域可以實施現有的方法論。此外，本書適合希望在基於大數據的工程應用中進行人工智慧研究的學生、研究人員和專業人士，以及各大學的教職員和軟體開發人員。

作者簡介

Dr. Balwinder Raj (MIEEE'2006) did B. Tech, Electronics Engineering (PTU Jalandhar), M. Tech-Microelectronics (PU Chandigarh) and Ph.D-VLSI Design (IIT Roorkee), India in 2004, 2006 and 2010 respectively. For further research work, European Commission awarded him "Erasmus Mundus" Mobility of life research fellowship for postdoc research work at University of Rome, Tor Vergata, Italy in 2010-2011. Dr. Raj received India4EU (India for European Commission) Fellowship and worked as visiting researcher at KTH University, Stockholm, Sweden, Oct-Nov 2013. He also visited Aalto University Finland as visiting researcher during June 2017. Currently, he is working as Associate Professor at National Institute of Technical Teachers Training and Research Chandigarh, India since Dec 2019. Earlier, he was worked at National Institute of Technology (NIT Jalandhar), Punjab, India from May 2012 to Dec 2019. Dr. Raj also worked as Assistant Professor at ABV-IIITM Gwalior (An autonomous institute established by Ministry of HRD, Govt. of India) July 2011 to April 2012. He had received Best Teacher Award from Indian Society for Technical Education (ISTE) New Delhi in 26th July 2013. Dr. Raj received Young Scientist Award from Punjab Academy of Sciences during 18th Punjab Science Congress held on 9th Feb 2015. He has also received research paper award in International Conference on Electrical and Electronics Engineering held at Pattaya, Thailand from 11th to 12th July 2015. Dr. Raj has authored/co-authored 03 books, 08 book chapters and more than 70 research papers in peer reviewed international/national journals and conferences. His areas of interest in research are Classical/Non-Classical Nanoscale Semiconductor Device Modeling; Nanoelectronic and their applications in hardware security, sensors and circuit design, FinFET based Memory design, Low Power VLSI Design, Digital/Analog VLSI Design and FPGA implementation.

Dr. B. B. Gupta (SMIEEE'2017) received PhD degree from Indian Institute of Technology Roorkee, India in the area of Information and Cyber Security. In 2009, he was selected for Canadian Commonwealth Scholarship award by Government of Canada. He has published more than 300 research papers in International Journals and Conferences of high repute. He has visited several countries, i.e. Canada, Japan, Australia, China, Spain, Hong-Kong, Italy, Malaysia, Macau, etc. to present his research work. His biography was selected and published in the 30th Edition of Marquis Who's Who in the World, 2012. In addition, he has been selected to receive 2017 Albert Nelson Marquis Lifetime Achievement Award' and '2017 Bharat Vikas Award' by Marquis Who's Who in the World, USA and ISR, India, respectively. Dr. Gupta also received Sir VisvesvarayaYoung Faculty Research Fellowship Award in 2017 from Ministry of Electronics and Information Technology, government of India. Recently, he has received '2018 Best Faculty Award for research activities' and '2018 Best Faculty Award for Project and Laboratory Development' from NIT Kurukshetra, India and 2018 Rula International Award for Best Researcher.

Shingo Yamaguchi is a Professor in the Graduate School of Scienceand Engineering, Yamaguchi University, Japan. He received his BE, ME and DEdegrees from the Yamaguchi University, Japan, in 1992, 1994 and 2002, respectively. He has published almost 100 transactions, proceedings, and surveypapers of IEEE, IEICE, etc. He was a Conference Chair of IEEE InternationalConferences, such as GCCE 2014 and GCCE 2015. He is currently the Chapter Chairof IEEE Consumer Electronics Society, West Japan Joint Chapter. He is an area editorof IEICE Transactions on Fundamentals of Electronics, Communications andComputer Sciences. He is a senior member of IEEE and IEICE.

Dr. Sandeep Singh Gill, is currently Professor and Head, in ECE Department NITTTR Chandigarh. He has more than 25 years of teaching and research experience. He also holds many administrative positions like dean Academic, Dean Administration, coordinator of TEQIP, Head of Department and many more. Dr Gill has guided 110 M.Tech thesis and many PhD scholars. He has published more than 150 research papers in international/National journals and conferences and filled one patent. His research area is VLSI Design automation, soft computing, and CAD tools.

作者簡介(中文翻譯)

巴爾溫德·拉吉博士（MIEEE'2006）於2004年、2006年和2010年分別在印度的PTU賈蘭達爾獲得電子工程學士學位、在PU昌迪加爾獲得微電子碩士學位，以及在IIT魯爾基獲得VLSI設計博士學位。為了進一步的研究工作，歐洲委員會於2010-2011年授予他「Erasmus Mundus」流動研究獎學金，以進行在意大利羅馬托爾維爾加大學的博士後研究。拉吉博士於2013年10月至11月獲得India4EU（印度為歐洲委員會）獎學金，並在瑞典斯德哥爾摩的KTH大學擔任訪問研究員。他於2017年6月作為訪問研究員造訪芬蘭阿爾托大學。目前，他自2019年12月起在印度昌迪加爾的國立技術教師培訓與研究所擔任副教授。此前，他於2012年5月至2019年12月在印度旁遮普的國立技術學院（NIT賈蘭達爾）工作。拉吉博士於2011年7月至2012年4月在ABV-IIITM瓜利奧爾（由印度人力資源發展部設立的自治機構）擔任助理教授。他於2013年7月26日獲得印度技術教育學會（ISTE）頒發的最佳教師獎。拉吉博士於2015年2月9日舉行的第18屆旁遮普科學大會上獲得旁遮普科學院的青年科學家獎。他還於2015年7月11日至12日在泰國芭堤雅舉行的國際電氣與電子工程會議上獲得研究論文獎。拉吉博士已著作或合著3本書、8個書章以及70多篇在國際/國內同行評審期刊和會議上發表的研究論文。他的研究興趣包括經典/非經典納米尺度半導體器件建模；納米電子學及其在硬體安全、傳感器和電路設計中的應用，基於FinFET的記憶體設計，低功耗VLSI設計，數位/類比VLSI設計和FPGA實現。

B.B.古普塔博士（SMIEEE'2017）於印度魯爾基的印度理工學院獲得資訊與網路安全領域的博士學位。2009年，他被加拿大政府選中獲得加拿大英聯邦獎學金。他在國際知名期刊和會議上發表了300多篇研究論文。他曾造訪多個國家，如加拿大、日本、澳大利亞、中國、西班牙、香港、意大利、馬來西亞、澳門等，展示他的研究成果。他的傳記於2012年被選入《馬奎斯世界名人錄》第30版。此外，他還被選中獲得2017年阿爾伯特·納爾遜·馬奎斯終身成就獎和2017年巴拉特發展獎，分別由美國馬奎斯世界名人錄和印度ISR頒發。古普塔博士於2017年獲得印度電子與資訊技術部頒發的西維斯瓦拉亞爵士青年教職研究獎學金。最近，他獲得了印度庫魯克舍特拉國立技術學院頒發的「2018年最佳教職員獎（研究活動）」和「2018年最佳教職員獎（項目與實驗室發展）」，以及2018年Rula國際最佳研究者獎。

山口信吾是日本山口大學科學與工程研究所的教授。他於1992年、1994年和2002年分別在山口大學獲得學士、碩士和博士學位。他已發表近100篇IEEE、IEICE等的期刊、會議和調查論文。他曾擔任IEEE國際會議的會議主席，如GCCE 2014和GCCE 2015。他目前是IEEE消費電子學會西日本聯合章的章主席，也是IEICE電子、通信和計算機科學基礎期刊的區域編輯。他是IEEE和IEICE的資深會員。

桑迪普·辛格·吉爾博士目前是昌迪加爾國立技術教師培訓與研究所電子與通信工程系的教授及系主任。他擁有超過25年的教學和研究經驗。他還擔任多個行政職位，如學術院院長、行政院院長、TEQIP協調員、系主任等。吉爾博士指導了110篇碩士論文和多位博士生。他在國際/國內期刊和會議上發表了150多篇研究論文，並申請了一項專利。他的研究領域包括VLSI設計自動化、軟計算和CAD工具。

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