AI for Big Data-Based Engineering Applications from Security Perspectives

人工智慧、機器學習和先進的電子電路正在從每個數據輸入中學習，並使用這些輸入生成未來業務分析的新規則。人工智慧和機器學習現在為我們提供了使用我們已經擁有的大數據的新機會，同時還釋放了大量新的使用案例和新的數據類型。隨著人工智慧在處理高度敏感的信息（如醫療保健）方面的使用增加，需要采取適當的安全措施來進行安全存儲和傳輸。從安全角度來看，基於大數據的工程應用人工智慧提供了對先進電路設計和應用的基本方面的廣泛覆蓋。

這本書《基於安全角度的大數據工程應用人工智慧》是一個綜合資源，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最新的實證研究結果，以了解先進電路、人工智慧和大數據安全的相關原則、主要挑戰和最新的實時應用。它說明了在VLSI電路、安全領域廣泛使用的概念、模型和術語，確定了該領域中現有的安全問題，並評估了影響系統安全性的基本因素。它強調了理解先進電路設計的動機，以建立人工智慧界面，並更好地應對大數據的安全攻擊。本書還概述了未來研究的激動人心的領域，可以實施已經存在的方法。此外，本書適合希望在基於安全角度的大數據工程應用人工智慧領域進行研究的學生、研究人員和專業人士，以及各大學的教師和軟件開發人員。

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.

Dr. Balwinder Raj（MIEEE'2006）於2004年、2006年和2010年分別在印度完成了B. Tech電子工程（PTU Jalandhar）、M. Tech微電子學（PU Chandigarh）和Ph.D-VLSI設計（IIT Roorkee）的學位。為了進一步的研究工作，歐洲委員會在2010年至2011年間授予他“Erasmus Mundus”生活研究獎學金，以在羅馬大學托爾韋加塔分校進行博士後研究工作。Dr. Raj於2013年10月至11月期間獲得了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。他還於2017年6月訪問了芬蘭的阿爾托大學。目前，他自2019年12月起擔任印度昌迪加爾國家技術教師培訓和研究所的副教授。此前，他在2012年5月至2019年12月期間在印度旁遮普邦的國家技術學院（NIT Jalandhar）工作。Dr. Raj還於2011年7月至2012年4月期間在ABV-IIITM Gwalior（由印度人力資源部設立的自治機構）擔任助理教授。他於2013年7月26日獲得了印度技術教育學會（ISTE）新德里的最佳教師獎。Dr. Raj於2015年2月9日舉行的第18屆旁遮普科學大會上獲得了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電子工程學會議上獲得了研究論文獎。Dr. Raj是03本書的作者/合著者，並在同行評審的國際/國內期刊和會議上發表了70多篇研究論文。他在研究中感興趣的領域包括經典/非經典納米尺度半導體器件建模；納米電子及其在硬件安全、傳感器和電路設計中的應用；FinFET基礎記憶體設計；低功耗VLSI設計；數字/類比VLSI設計和FPGA實現。

Dr. B. B. Gupta（SMIEEE'2017）在印度羅爾基工學院獲得了信息和網絡安全領域的博士學位。2009年，他獲得了加拿大政府頒發的加拿大聯邦獎學金。他在國際知名期刊和會議上發表了300多篇研究論文。他曾訪問過加拿大、日本、澳大利亞、中國、西班牙、香港、意大利、馬來西亞、澳門等多個國家，以展示他的研究成果。他的傳記被選中並發表在2012年的《世界名人錄》第30版中。此外，他還被選中獲得2017年的“阿爾伯特·尼爾森·馬奎斯終身成就獎”和“2017年巴拉特·維卡斯獎”，分別由美國《世界名人錄》和印度ISR頒發。Dr. Gupta還於2017年獲得了印度電子和信息技術部頒發的“西爾·維斯韋拉亞青年教師研究獎”。最近，他獲得了印度Kurukshetra國家技術學院頒發的“2018年最佳教師研究活動獎”和“2018年最佳教師項目和實驗室發展獎”，以及2018年Rula國際最佳研究者獎。

Shingo Yamaguchi是日本山口大學理學與工程研究生院的教授。他於1992年、1994年和2002年分別在日本山口大學獲得了學士、碩士和博士學位。他在IEEE、IEICE等期刊和會議上發表了近100篇論文。他曾擔任IEEE國際會議的會議主席，如2014年和2015年的GCCE。他目前是IEEE消費電子學會西日本聯合分會的分會主席。他是IEICE電子、通信和計算機科學基礎交易的區域編輯。他是IEEE和IEICE的高級會員。

Dr. Sandeep Singh Gill目前是印度昌迪加爾NITTTR電子與通信工程系的教授和系主任。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。