Information and Communication Technology for Intelligent Systems: Proceedings of ICTIS 2020, Volume 2 [1st ed.] 9789811570612, 9789811570629

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Smart Innovation, Systems and Technologies 196

Tomonobu Senjyu Parikshit N. Mahalle Thinagaran Perumal Amit Joshi   Editors

Information and Communication Technology for Intelligent Systems Proceedings of ICTIS 2020, Volume 2

Smart Innovation, Systems and Technologies Volume 196

Series Editors Robert J. Howlett, Bournemouth University and KES International, Shoreham-by-sea, UK Lakhmi C. Jain, Faculty of Engineering and Information Technology, Centre for Artificial Intelligence, University of Technology Sydney, Sydney, NSW, Australia

The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible form. Volumes on interdisciplinary research combining two or more of these areas is particularly sought. The series covers systems and paradigms that employ knowledge and intelligence in a broad sense. Its scope is systems having embedded knowledge and intelligence, which may be applied to the solution of world problems in industry, the environment and the community. It also focusses on the knowledge-transfer methodologies and innovation strategies employed to make this happen effectively. The combination of intelligent systems tools and a broad range of applications introduces a need for a synergy of disciplines from science, technology, business and the humanities. The series will include conference proceedings, edited collections, monographs, handbooks, reference books, and other relevant types of book in areas of science and technology where smart systems and technologies can offer innovative solutions. High quality content is an essential feature for all book proposals accepted for the series. It is expected that editors of all accepted volumes will ensure that contributions are subjected to an appropriate level of reviewing process and adhere to KES quality principles. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, SCOPUS, Google Scholar and Springerlink **

More information about this series at http://www.springer.com/series/8767

Tomonobu Senjyu Parikshit N. Mahalle Thinagaran Perumal Amit Joshi •

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Editors

Information and Communication Technology for Intelligent Systems Proceedings of ICTIS 2020, Volume 2

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Editors Tomonobu Senjyu Department of Electrical and Electronics Engineering University of the Ryukyus Nishihara, Japan Thinagaran Perumal Universiti Putra Malaysia Serdang, Malaysia

Parikshit N. Mahalle Sinhgad Technical Education Society SKNCOE Pune, India Amit Joshi Global Knowledge Research Foundation Udaipur, Rajasthan, India

ISSN 2190-3018 ISSN 2190-3026 (electronic) Smart Innovation, Systems and Technologies ISBN 978-981-15-7061-2 ISBN 978-981-15-7062-9 (eBook) https://doi.org/10.1007/978-981-15-7062-9 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

Organizing Committee

Technical Program Committee Chairs Tomonobu Senjyu, Editorial Advisory Board, Renewable Energy Focus, University of the Ryukyus, Okinawa, Japan Thinagaran Perumal, Faculty of Computer Science and Information Technology, University Putra Malaysia, Serdang, Malaysia Dr. Parikshit N. Mahalle, Singhad Group, Pune, India Dr. Nilanjan Dey, Techno India Institute of Technology, Kolkata, India Dr. Nilesh Modi, Chairman, Professor, Dr. Baba Saheb Ambedkar University, Ahmedabad, India

Technical Program Committee Members Dr. Aynur Unal, Standford University, USA Prof. Brent Waters, University of Texas, Austin, TX, USA Er. Kalpana Jain, CTAE, Udaipur, India Prof. (Dr.) Avdesh Sharma, Jodhpur, India Er. Nilay Mathur, Director, NIIT Udaipur, India Prof. Philip Yang, Price water house Coopers, Beijing, China Mr. Jeril Kuriakose, Manipal University, Jaipur, India Prof. R. K. Bayal, Rajasthan Technical University, Kota, Rajasthan, India Prof. Martin Everett, University of Manchester, England Prof. Feng Jiang, Harbin Institute of Technology, China Dr. Savita Gandhi, Professor, Gujarat University, Ahmedabad, India Prof. Xiaoyi Yu, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China Prof. Gengshen Zhong, Jinan, Shandong, China

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Organizing Committee

Prof. A. R. Abdul Rajak, Department of Electronics and Communication Engineering, Birla Institute of Dr. Nitika Vats Doohan, Indore, India Dr. Harshal Arolkar, Immd. Past Chairman, CSI Ahmedabad Chapter, India Mr. Bhavesh Joshi, Advent College, Udaipur, India Prof. K. C. Roy, Principal, Kautaliya, Jaipur, India Dr. Mukesh Shrimali, Pacific University, Udaipur, India Mrs. Meenakshi Tripathi, MNIT, Jaipur, India Prof. S. N. Tazi, Government Engineering College, Ajmer, Rajasthan, India Shuhong Gao, Mathematical Sciences, Clemson University, Clemson, SC, USA Sanjam Garg, University of California, Los Angeles, CA, USA Garani Georgia, University of North London, UK Chiang Hung-Lung, China Medical University, Taichung, Taiwan Kyeong Hur, Department of Computer Education, Gyeongin National University of Education, Incheon, Korea Sudath Indrasinghe, School of Computing and Mathematical Sciences, Liverpool John Moores University, Liverpool, England Ushio Inoue, Department of Information and Communication Engineering, Engineering Tokyo Denki University, Tokyo, Japan Dr. Stephen Intille, Associate Professor, College of Computer and Information Science and Department of Health Sciences, Northeastern University, Boston, MA, USA Dr. M. T. Islam, Institute of Space Science, Universiti Kebangsaan Malaysia, Selangor, Malaysia Lillykutty Jacob, Professor, Department of Electronics and Communication Engineering, NIT, Calicut, Kerala, India Dagmar Janacova, Tomas Bata University in Zlín, Faculty of Applied Informatics nám. T. G, Czech Republic, Europe Jin-Woo Kim, Department of Electronics and Electrical Engineering, Korea University, Seoul, Korea Muzafar Khan, Computer Sciences Department, COMSATS University, Pakistan Jamal Akhtar Khan, Department of Computer Science College of Computer Engineering and Sciences, Salman bin Abdulaziz University, Kingdom of Saudi Arabia Kholaddi Kheir Eddine, University of Constantine, Algeria Ajay Kshemkalyani, Department of Computer Science, University of Illinois, Chicago, IL, USA Madhu Kumar, Associate Professor, Computer Engineering Department, Nanyang Technological University, Singapore Rajendra Kumar Bharti, Assistant Professor, Kumaon Engineering College, Dwarahat, Uttarakhand, India Prof. Murali Bhaskaran, Dhirajlal Gandhi College of Technology, Salem, Tamil Nadu, India Prof. Komal Bhatia, YMCA University, Faridabad, Haryana, India Prof. S. R. Biradar, Department of Information Science and Engineering, SDM College of Engineering and Technology, Dharwad, Karnataka, India

Organizing Committee

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A. K. Chaturvedi, Department of Electrical Engineering, IIT Kanpur, India Jitender Kumar Chhabra, NIT, Kurukshetra, Haryana, India Pradeep Chouksey, Principal, TIT College, Bhopal, Madhya Pradesh, India Chhaya Dalela, Associate Professor, JSSATE, Noida, Uttar Pradesh, India Jayanti Dansana, KIIT University, Bhubaneswar, Odisha, India Soura Dasgupta, Department of TCE, SRM University, Chennai, India Dr. Apurva A. Desai, Veer Narmad South Gujarat University, Surat, India Dr. Sushil Kumar, School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi, India Amioy Kumar, Biometrics Research Lab, Department of Electrical Engineering, IIT Delhi, India Prof. L. C. Bishnoi, GPC, Kota, India Dr. Vikarant Bhateja, Lucknow, India Dr. Satyen Parikh, Dean, Ganpat University, Ahmedabad, India Dr. Puspendra Singh, JKLU, Jaipur, India Dr. Aditya Patel, Ahmedabad University, Gujarat, India Mr. Ajay Choudhary, IIT Roorkee, India Prashant Panse, Associate Professor, Medi-Caps University, India Roshani Raut, Associate Professor, Vishwakarma Institute of Information Technology, Pune, India Rachit Adhvaryu, Assistant Professor, Marwadi University, India Purnima Shah, Assistant Professor, Adani Institute of Infrastructure and Engineering, India Mohd. Saifuzzaman, Lecturer, Daffodil International University, Bangladesh Nandakumar Iyengar, Professor, City Engineering College, India Nilu Singh, Assistant Professor, SoCA, BBD University, Lucknow, India Habib Hadj-Mabrouk, Researcher in Artificial Intelligence and Railway Safety, University Gustave Eiffel, France Ankita Kanojiya, Assistant Professor, GLS University, India Ripal Ranpara, Assistant Professor and DBA, Atmiya University, India Santhosh John, Institute Director, Middle East Institute for Advanced Training, Oman Nageswara Rao Moparthi, Professor, KL University India Akhilesh Sharma, Associate Professor, Manipal University Jaipur, India Sylwia Werbińska-Wojciechowska, Associate Professor, Wroclaw University of Science and Technology, Poland Divya Srivastava, Ph.D. Scholar, Indian Institute of Technology Jodhpur, India Dr. Debajyoti Mukhopadhyay, Professor, WIDiCoReL Research Lab, India Dr. Neelam Chaplot, Associate Professor, Poornima College of Engineering, India Shruti Suman, Associate Professor, K L University, Andhra Pradesh, India M. V. V. Prasad Kantipudi, Associate Professor, Sreyas Institute of Engineering and Technology, Hyderabad, India Urmila Shrawankar, Professor, G H Raisoni College of Engineering, Nagpur, India Dr. Pradeep Laxkar, Associate Professor, Mandsaur University, India Muhammad Asif Khan, Researcher, Qatar University, Qatar

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Organizing Committee

Dr. Gayatri, Associate Professor, CEPT University, India Jagadeesha Bhat, Associate Professor, St. Joseph Engineering College, Mangalore, India Dr. Madhan Kumar Srinivasan, Associate Vice President, Accenture Technology, India Ajay Vyas, Assistant Professor, Adani Institute of Infrastructure Engineering, India Mounika Neelam, Assistant Professor, PSCMRCET, India Prakash Samana, Assistant Professor, Gokula Krishna College of Engineering, India Dr. Monika Jain, Professor and Head-ECE, I.T.S Engineering College, Greater Noida, India Dr. K. Srujan Raju, Professor and Dean Student Welfare, CMR Technical Campus, Telengana, India Dr. Narendrakumar Dasre, Associate Professor, Ramrao Adik Institute of Technology, India Anand Nayyar, Professor, Researcher and Scientist, Duy Tan University, Vietnam Sakshi Arora, Assistant Professor, SMVD University, India Dr. Ajay Roy, Associate Professor, Lovely Professional University, India Prasanth Vaidya, Associate Professor, Sanivarapu, India Dr. Jeevanandam Jotheeswaran, Director, Amity University Online, India John Moses C., Associate Professor, JNTUH, India S. Vaithyasubramanian, Assistant Professor, Sathyabama University, India Ashish Revar, Assistant Professor, Symbiosis University of Applied Sciences, Indore, India

Organizing Chair Mr. Bharat Patel, Chairman, CEDB Dr. Priyanka Sharma, Raksha Shakti University, Ahmedabad, India Amit Joshi, Director—Global Knowledge Research Foundation

Organizing Secretary Mr. Mihir Chauhan, Organizing Secretary, ICTIS 2020

Conference Secretary Mr. Aman Barot, Conference Secretary, ICTIS 2020

Organizing Committee

Supporting Chairs Dr. Vijay Singh Rathore, Professor and Head, JECRC, Jaipur, India Dr. Nilanjan Dey, Techno India Institute of Technology, Kolkata, India Dr. Nisarg Pathak, Swarnim Gujarat Sports University, Gandhinagar, India

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Preface

This SIST volume contains the papers presented at the ICTIS 2020: Fourth International Conference on Information and Communication Technology for Intelligent Systems. The conference was held during May 15–16, 2020, organized on a digital platform ZOOM due to pandemic COVID-19. The supporting partners were InterYIT IFIP and Knowledge Chamber of Commerce and Industry (KCCI). This conference aimed at targeting state of the art as well as emerging topics pertaining to ICT and effective strategies for its implementation in engineering and intelligent applications. The objective of this international conference is to provide opportunities for the researchers, academicians, industry persons, and students to interact and exchange ideas, experience, and expertise in the current trend and strategies for information and communication technologies. Besides this, participants will also be enlightened about the vast avenues and current and emerging technological developments in the field of ICT in this era and its applications will be thoroughly explored and discussed. The conference is anticipated to attract a large number of high-quality submissions and stimulate the cutting-edge research discussions among many academic pioneering researchers, scientists, industrial engineers, students from all around the world and provide a forum to researchers; propose new technologies, share their experiences, and discuss future solutions for design infrastructure for ICT; provide a common platform for academic pioneering researchers, scientists, engineers, and students to share their views and achievements; enrich technocrats and academicians by presenting their innovative and constructive ideas; and focus on innovative issues at the international level by bringing together the experts from different countries. Research submissions in various advanced technology areas were received, and after a rigorous peer review process with the help of the program committee members and external reviewers, 75 papers were accepted with an acceptance rate of 0.19 for this Volume. The conference featured many distinguished personalities like Mike Hinchey— Ph.D., University of Limerick, Ireland, President, International Federation of Information Processing; Bharat Patel—Honorary Secretary General, Knowledge Chamber of Commerce and Industry, India; Aninda Bose—Sr. Editor, Springer, India; Mufti Mahmud—Ph.D., Nottingham Trent University, UK; Suresh Chandra xi

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Satapathy—Ph.D., Kalinga Institute of Industrial Technology, Bhubaneswar, India; Neeraj Gupta—Ph.D., School of Engineering and Computer Science, Oakland University, USA; Nilanjan Dey—Ph.D., Techno India College of Technology, Kolkata, India. We are indebted to all our organizing partners for their immense support to make this virtual conference successfully possible. A total of 23 sessions were organized as a part of ICTIS 2020 including 22 technical and 1 inaugural session. Approximately, 154 papers were presented in 22 technical sessions with high discussion insights. The total number of accepted submissions was 112 with a focal point on ICT and intelligent systems. Our sincere thanks to our Organizing Secretary, ICTIS 2020—Mihir Chauhan and Conference Secretary, ICTIS 2020— Aman Barot and the entire team of Global Knowledge Research Foundation and Conference committee for their hard work and support for the entire shift of ICTIS 2020 from physical to digital modes in these new normal times. Nishihara, Japan Pune, India Serdang, Malaysia Udaipur, India

Tomonobu Senjyu Parikshit N. Mahalle Thinagaran Perumal Amit Joshi

Contents

Internet of Things: Challenges, Security Issues and Solutions . . . . . . . . Sweta Singh and Rakesh Kumar Modeling and Performance Evaluation of Auction Model in Cloud Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Gagandeep Kaur Framework for Resource Management in Cloud Computing . . . . . . . . . Gagandeep Kaur Unique Stego Key Generation from Fingerprint Image in Image Steganography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Anuradha and Hardik B. Pandit Self-powered IoT-Based Design for Multi-purpose Smart Poultry Farm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Tajim Md. Niamat Ullah Akhund, Shouvik Roy Snigdha, Md. Sumon Reza, Nishat Tasnim Newaz, Mohd. Saifuzzaman, and Masud Rana Rashel

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Phrase-Based Statistical Machine Translation of Hindi Poetries into English . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Rajesh Kumar Chakrawarti, Pratosh Bansal, and Jayshri Bansal

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A Smart Education Model for Future Learning and Teaching Using IoT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Swati Jain and Dimple Chawla

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Internet of Things (IoT)-Based Advanced Voting Machine System Enhanced Using Low-Cost IoT Embedded Device and Cloud Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Miral M. Desai, Jignesh J. Patoliya, and Hiren K. Mewada

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IoT: Security Issues and Challenges . . . . . . . . . . . . . . . . . . . . . . . . . . . . Er Richa Coronary Artery Disease Prediction Using Neural Network and Random Forest-Based Feature Selection . . . . . . . . . . . . . . . . . . . . . Aman Shakya, Neerav Adhikari, and Basanta Joshi

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A Collaborative Approach to Decision Making in Decentralized IoT Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 Venus Kaurani and Himajit Aithal Analysis of MRI Images for Brain Tumor Detection Using Fuzzy C-Means and LSTM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117 Sobit Thapa and Sanjeeb Prasad Panday A Survey on Recognizing and Significance of Self-portrait Images . . . . 127 Jigar Bhatt and Mangesh Bedekar Anomaly Detection in Distributed Streams . . . . . . . . . . . . . . . . . . . . . . . 139 Rupesh Karn, Suvrat Ram Joshi, Umanga Bista, Basanta Joshi, Daya Sagar Baral, and Aman Shakya Envisaging Bugs by Means of Entropy Measures . . . . . . . . . . . . . . . . . 149 Anjali Munde TRANSPR—Transforming Public Accountability Through Blockchain Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157 P. R. Sriram, N. J. Subhashruthi, M. Muthu Manikandan, Karthik Gopalan, and Sriram Kaushik The Scope of Tidal Energy in UAE . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167 Abaan Ahamad and A. R. Abdul Rajak Knowledge Engineering in Higher Education . . . . . . . . . . . . . . . . . . . . . 177 Shankar M. Patil, Vijaykumar N. Patil, Sonali J. Mane, and Shilpa M. Satre Building a Graph Database for Storing Heterogeneous Healthcare Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193 Goutam Kundu, Nandini Mukherjee, and Safikureshi Mondal Analysis and Optimization of Cash Withdrawal Process Through ATM in India from HCI and Customization . . . . . . . . . . . . . . . . . . . . . 203 Abhishek Jain, Shiva Subhedar, and Naveen KumarGupta Survey of Mininet Challenges, Opportunities, and Application in Software-Defined Network (SDN) . . . . . . . . . . . . . . . . . . . . . . . . . . . . 213 Dhruvkumar Dholakiya, Tanmay Kshirsagar, and Amit Nayak Some Novelties in Map Reducing Techniques to Retrieve and Analyze Big Data for Effective Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223 Prashant Bhat and Prajna Hegde

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A Study Based on Advancements in Smart Mirror Technology . . . . . . . 233 Aniket Dongare, Indrajeet Devale, Aditya Dabadge, Shubham Bachute, and Sukhada Bhingarkar Unidirectional Ensemble Recognition and Translation of Phrasal Sign Language from ASL to ISL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241 Anish Sujanani, Shashidhar Pai, Aniket Udaykumar, Vivith Bharath, and V. R. Badri Prasad Unravelling SAT: Discussion on the Suitability and Implementation of Graph Convolutional Networks for Solving SAT . . . . . . . . . . . . . . . . 251 Hemali Angne, Aditya Atkari, Nishant Dhargalkar, and Dilip Kale CES: Design and Implementation of College Exam System . . . . . . . . . . 259 Punya Mathew, Rasesh Tongia, Kavish Mehta, and Vaibhav Jain ANN-Based Multi-class Malware Detection Scheme for IoT Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269 Vaibhav Nauriyal, Kushagra Mittal, Sumit Pundir, Mohammad Wazid, and D. P. Singh Secure Web Browsing Using Trusted Platform Module (TPM) . . . . . . . 279 Harshad S. Wadkar and Arun Mishra CP-ABE with Hidden Access Policy and Outsourced Decryption for Cloud-Based EHR Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291 Kasturi Routray, Kamalakanta Sethi, Bharati Mishra, Padmalochan Bera, and Debasish Jena Viral Internet Challenges: A Study on the Motivations Behind Social Media User Participation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 303 Naman Shroff, G. Shreyass, and Deepak Gupta Early Flood Monitoring System in Remote Areas . . . . . . . . . . . . . . . . . 313 John Colaco and R. B. Lohani A Survey on Securing Payload in MQTT and a Proposed Ultra-lightweight Cryptography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 323 Edward Nwiah and Shri Kant Life Cycle Assessment and Management in Hospital Units Using Applicable and Robust Dual Group-Based Parameter Model . . . . . . . . 337 Vitaliy Sarancha, Leo Mirsic, Stjepan Oreskovic, Vadym Sulyma, Bojana Kranjcec, and Ksenija Vitale A Novel Approach to Stock Market Analysis and Prediction Using Data Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347 Sangeeta Kumari, Kanchan Chaudhari, Rohan Deshmukh, Rutajagruti Naik, and Amar Deshmukh

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Energy Trading Using Ethereum Blockchain . . . . . . . . . . . . . . . . . . . . . 357 M. Mrunalini and D. Pavan Kumar Supply Chain Management for Selling Farm Produce Using Blockchain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 367 Anita Chaudhari, Jateen Vedak, Raj Vartak, and Mayuresh Sonar Design and Construction of a Multipurpose Solar-Powered Water Purifier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377 Ayodeji Olalekan Salau, Dhananjay S. Deshpande, Bernard Akindade Adaramola, and Abdulkadir Habeebullah Named Entity Recognition for Rental Documents Using NLP . . . . . . . . 389 Chinmay Patil, Sushant Patil, Komal Nimbalkar, Dhiraj Chavan, Sharmila Sengupta, and Devesh Rajadhyax Empirical Analysis of Various Seed Selection Methods . . . . . . . . . . . . . 399 Kinjal Rabadiya and Ritesh Patel A Comparative Study on Interactive Segmentation Algorithms for Segmentation of Animal Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409 N. Manohar, S. Akshay, and N. Shobha Rani Implications of Quantum Superposition in Cryptography: A True Random Number Generation Algorithm . . . . . . . . . . . . . . . . . . 419 Dhananjay S. Deshpande, Aman Kumar Nirala, and Ayodeji Olalekan Salau Influences of Purchase Involvement on the Relationship Between Customer Satisfaction and Loyalty in Vietnam . . . . . . . . . . . . . . . . . . . 433 Pham Van Tuan A Study on Factors Influencing Consumer Intention to Use UPI-Based Payment Apps in Indian Perspective . . . . . . . . . . . . . . . . . . . . . . . . . . . 445 Piyush Kumar Mallik and Deepak Gupta A Proposed SDN-Based Cloud Setup in the Virtualized Environment to Enhance Security . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453 H. M. Anitha and P. Jayarekha A Light-Weight Cyber Security Implementation for Industrial SCADA Systems in the Industries 4.0 . . . . . . . . . . . . . . . . . . . . . . . . . . 463 B. R. Yogeshwar, M. Sethumadhavan, Seshadhri Srinivasan, and P. P. Amritha Conventional Biometrics and Hidden Biometric: A Comparative Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 473 Shaleen Bhatnagar and Nidhi Mishra

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Performance Analysis of Various Trained CNN Models on Gujarati Script . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 483 Parantap Vakharwala, Riya Chhabda, Vaidehi Painter, Urvashi Pawar, and Sarosh Dastoor Real-Time Human Intrusion Detection for Home Surveillance Based on IOT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 493 Mohith Sai Subhash Gaddipati, S. Krishnaja, Akhila Gopan, Ashiema G. A. Thayyil, Amrutha S. Devan, and Aswathy Nair Token Money: A Study on Purchase and Spending Propensities in E-Commerce and Mobile Games . . . . . . . . . . . . . . . . . . . . . . . . . . . . 507 N. P. Sreekanth and Deepak Gupta Data Augmentation for Handwritten Character Recognition of MODI Script Using Deep Learning Method . . . . . . . . . . . . . . . . . . . 515 Solley Joseph and Jossy George Improved Automatic Speaker Verification System Using Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523 Saumya Borwankar, Shrey Bhatnagar, Yash Jha, Shraddha Pandey, and Khushi Jain Detection and Prevention of Attacks on Active Directory Using SIEM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 533 S. Muthuraj, M. Sethumadhavan, P. P. Amritha, and R. Santhya Loki: A Lightweight LWE Method with Rogue Bits for Quantum Security in IoT Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 543 Rahul Singh, Mohammed Mohsin Hussain, Milind Sahay, S. Indu, Ajay Kaushik, and Alok Kumar Singh Implication of Web-Based Open-Source Application in Assessing Design Practice Reliability: In Case of ERA’s Road Projects . . . . . . . . . 555 Bilal Kedir Mohammed, Sudhir Kumar Mahapatra, and Avinash M. Potdar Influencer Versus Peer: The Effect of Product Involvement on Credibility of Endorsers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 565 S. Rajaraman, Deepak Gupta, and Jeeva Bharati The Influence of Fan Behavior on the Purchase Intention of Authentic Sports Team Merchandise . . . . . . . . . . . . . . . . . . . . . . . . . 573 Anand Vardhan, N. Arjun, Shobhana Palat Madhavan, and Deepak Gupta Purchase Decisions of Brand Followers on Instagram . . . . . . . . . . . . . . 581 R. Dhanush Shri Vardhan, Shobhana Palat Madhavan, and Deepak Gupta Deep Learning Based Parking Prediction Using LSTM Approach . . . . . 589 Aniket Mishra and Sachin Deshpande

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Beyond Kirana Stores: A Study on Consumer Purchase Intention for Buying Grocery Online . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 599 R. Sowmyanarayanan, Gowtam Krishnaa, and Deepak Gupta Car Damage Recognition Using the Expectation Maximization Algorithm and Mask R-CNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 607 Aseem Patil Deep Learning Methods for Animal Recognition and Tracking to Detect Intrusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 617 Ashwini V. Sayagavi, T. S. B. Sudarshan, and Prashanth C. Ravoor VR Based Underwater Museum of Andaman and Nicobar Islands . . . . 627 T. Manju, Allen Francis, Nikil Sankar, Tharick Azzarudin, and B. Magesh Network Performance Evaluation in Software-Defined Networking . . . . 633 Shilpa M. Satre, Nitin S. Patil, Shubham V. Khot, and Ashish A. Saroj Performance Improvement in Web Mining Using Classification to Investigate Web Log Access Patterns . . . . . . . . . . . . . . . . . . . . . . . . . 647 Charul Nigam and Arvind Kumar Sharma Array Password Authentication Using Inhibitor Arc Generating Array Language and Colored Petri Net Generating Square Arrays of Side 2k . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 659 S. Vaithyasubramanian, D. Lalitha, A. Christy, and M. I. Mary Metilda sVana—The Sound of Silence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 669 Nilesh Rijhwani, Pallavi Saindane, Janhvi Patil, Aishwarya Goythale, and Sartha Tambe Coreveillance—Making Our World a “SAFER” Place . . . . . . . . . . . . . . 681 C. S. Lifna, Akash Narang, Dhiren Chotwani, Priyanka Lalchandani, and Chirag Raghani Large-Scale Video Classification with Convolutional Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 689 Bh. SravyaPranati, D. Suma, Ch. ManjuLatha, and Sudhakar Putheti Saathi—A Smart IoT-Based Pill Reminder for IVF Patients . . . . . . . . . 697 Pratiksha Wadibhasme, Anjali Amin, Pragya Choudhary, and Pallavi Saindane Predictive Analysis of Alzheimer’s Disease Based on Wrapper Approach Using SVM and KNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 707 Bali Devi, Sumit Srivastava, and Vivek Kumar Verma A Novel Method for Enabling Wireless Communication Technology in Smart Cities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 717 Vijay A. Kanade

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Electronic Aid Design of Fruits Image Classification for Visually Impaired People . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 727 V. Srividhya, K. Sujatha, M. Aruna, and D. Sangeetha Temperature Regulation Based on Occupancy . . . . . . . . . . . . . . . . . . . . 735 Rajesh Kr. Yadav, Shanya Verma, and Prishita Singh Score Prediction Model for Sentiment Classification Using Machine Learning Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 745 Priti Sharma and Arvind Kumar Sharma CFD Analysis Applied to Hydrodynamic Journal Bearing . . . . . . . . . . . 755 Mihir H. Amin, Monil M. Bhamare, Ayush V. Patel, Darsh P. Pandya, Rutvik M. Bhavsar, and Snehal N. Patel Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 777

About the Editors

Dr. Tomonobu Senjyu received his B.S. and M.S. degrees in Electrical Engineering from the University of the Ryukyus in 1986 and 1988, respectively, and his Ph.D. degree in Electrical Engineering from Nagoya University in 1994. Since 1988, he has been with the Department of Electrical and Electronics Engineering, University of the Ryukyus, where he is currently a Professor. His research interests include stability of AC machines, power system optimization and operation, advanced control of electrical machines and power electronics. He is a member of the Institute of Electrical Engineers of Japan and IEEE. Dr. Parikshit N. Mahalle holds a B.E. degree in CSE and an M.E. degree in Computer Engineering. He completed his Ph.D. at Aalborg University, Denmark. Currently, he is working as a Professor and Head of the Department of Computer Engineering at STES Smt. Kashibai Navale College of Engineering, Pune, India. He has over 18 years of teaching and research experience. Dr. Mahalle has published over 140 research articles and eight books, and has edited three books. He received the “Best Faculty Award” from STES and Cognizant Technologies Solutions. Dr. Thinagaran Perumal received his B.Eng., M.Sc. and Ph.D. Smart Technologies and Robotics from Universiti Putra Malaysia in 2003, 2006 and 2011, respectively. Currently, he is an Associate Professor at Universiti Putra Malaysia. He is also Chairman of the TC16 IoT and Application WG National Standard Committee and Chair of IEEE Consumer Electronics Society Malaysia Chapter. Dr. Thinagaran Perumal is the recipient of 2014 IEEE Early Career Award from IEEE Consumer Electronics Society. His recent research activities include proactive architecture for IoT systems; development of the cognitive IoT frameworks for smart homes; and wearable devices for rehabilitation purposes.

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About the Editors

Dr. Amit Joshi is currently the Director of the Global Knowledge Research Foundation. An entrepreneur & researcher, he holds B.Tech., M.Tech. and Ph.D. degrees. His current research focuses on cloud computing and cryptography. He is an active member of ACM, IEEE, CSI, AMIE, IACSIT, Singapore, IDES, ACEEE, NPA and several other professional societies. He is also the International Chair of InterYIT at the International Federation of Information Processing (IFIP, Austria). He has published more than 50 research papers, edited 40 books and organized over 40 national and international conferences and workshops through ACM, Springer and IEEE across various countries including India, Thailand, Egypt and Europe.

Internet of Things: Challenges, Security Issues and Solutions Sweta Singh and Rakesh Kumar

Abstract Today Internet has become a part of our daily life, enabling not only people and the computing component to connect and communicate with each other but also has extended its domain to the objects or the ‘things’ which are embedded with electronic components, software, communication technologies, sensors and actuators. The main aim of Internet of things (IoT) is to configure a “smart environment” with everything getting smarter providing advanced services, reducing human effort and making use of the technologies to its true potential. With IoT, the computation and communication is now not restricted to computing devices only but now everything around us will get connected, developing a new and advanced era of communication. But as more and more things are getting connected, has given way for more issues, challenges and more security threats. This paper aims at focusing on the key concept of IoT, issues, challenges involved in its deployment, basically emphasizing on the security challenges and also highlighting the proposed solutions by different researchers so far.

1 Introduction With Internet becoming ubiquitous [1], providing services anytime, anywhere and affecting everyday life of human is now seeking for a technological forward shift where the computation and communication capability is not only confined to computing devices but to the everyday objects too. With this objective of “connecting the unconnected world” has brought up the concept of “Internet of things (IoT).” IoT is defined to be the next era of communication which basically focuses S. Singh (B) · R. Kumar Department of Computer Science Engineering, Madan Mohan Malaviya University of Technology, Gorakhpur, India e-mail: [email protected] R. Kumar e-mail: [email protected] © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 T. Senjyu et al. (eds.), Information and Communication Technology for Intelligent Systems, Smart Innovation, Systems and Technologies 196, https://doi.org/10.1007/978-981-15-7062-9_1

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S. Singh and R. Kumar

at “how devices or things can be made smarter?” and “how the smart things can be connected through an intelligent network?” Different researcher has a different way of defining IoT. Vermesan et al. [2] define IoT as an interaction between the physical and the digital world. Sethi and Sarangi [3] have defined it as an agglomeration of different technologies working together aiming at a meaningful objective. Authors of [4] define IoT as a fusion of technology which aim at bringing everything under a common infrastructure with an objective to control thing and have knowledge of its state too. Peña-López et al. [5] define it as a paradigm where networking and computation capability is embedded in any type of conceivable thing or object. Chen et al. [6] define it as a smart network which connects everything to the Internet. Madakam et al. [7] define IoT as a comprehensive network of intelligent or smart devices which are capable of sharing data, information, resources have capability to autoconfigure itself and take intelligent action in case of any change in the environment or on encountering certain event. Considering the several definitions for IoT, Internet of things can be summarized as a paradigm which involves convergence of multiple technologies including embedded systems, machine learning, networking, cloud computing, artificial intelligence, big data, etc. Thus, proving a