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493872 1 En Bookfrontmatter 1..17 Lecture Notes in Networks and Systems Volume 132 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Fernando Gomide, Department of Computer Engineering and Automation—DCA, School of Electrical and Computer Engineering—FEEC, University of Campinas— UNICAMP, São Paulo, Brazil Okyay Kaynak, Department of Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey Derong Liu, Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA, Institute of Automation, Chinese Academy of Sciences, Beijing, China Witold Pedrycz, Department of Electrical and Computer Engineering, University of Alberta, Alberta, Canada, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Marios M. Polycarpou, Department of Electrical and Computer Engineering, KIOS Research Center for Intelligent Systems and Networks, University of Cyprus, Nicosia, Cyprus Imre J. Rudas, Óbuda University, Budapest, Hungary Jun Wang, Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong The series “Lecture Notes in Networks and Systems” publishes the latest developments in Networks and Systems—quickly, informally and with high quality. Original research reported in proceedings and post-proceedings represents the core of LNNS. Volumes published in LNNS embrace all aspects and subfields of, as well as new challenges in, Networks and Systems. The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems and other. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid dissemination of research output. The series covers the theory, applications, and perspectives on the state of the art and future developments relevant to systems and networks, decision making, control, complex processes and related areas, as embedded in the fields of interdisciplinary and applied sciences, engineering, computer science, physics, economics, social, and life sciences, as well as the paradigms and methodologies behind them. ** Indexing: The books of this series are submitted to ISI Proceedings, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/15179 Dharm Singh Jat • Samiksha Shukla • Aynur Unal • Durgesh Kumar Mishra Editors Data Science and Security Proceedings of IDSCS 2020 123 Editors Dharm Singh Jat Samiksha Shukla Department of Computer Science CHRIST (Deemed to be University) Namibia University of Science Pune Lavasa Campus and Technology Lavasa, India Windhoek, Namibia Durgesh Kumar Mishra Aynur Unal Computer Science and Engineering Stanford University Sri Aurobindo Institute of Technology Stanford, CA, USA Indore, Madhya Pradesh, India ISSN 2367-3370 ISSN 2367-3389 (electronic) Lecture Notes in Networks and Systems ISBN 978-981-15-5308-0 ISBN 978-981-15-5309-7 (eBook) https://doi.org/10.1007/978-981-15-5309-7 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021, corrected publication 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 Preface This volume contains the papers presented at International Conference on Data Science for Computational Security (IDSCS 2020) held on March 13–14, 2020 in Pune. The International Conference on Data Science and Computational Security (IDSCS-2020) invited ideas, developments, applications, experiences, and evalua- tions in the field of Data Science, Machine Learning, Artificial Intelligence, Data Analytics from academicians, fellow students, researchers, and practitioners. The conference deliberation included topics specified within its scope. It focused on exploring the role played by technology, Data Science, Computational Security, and related applications in enhancing and securing business processes. The con- ference offered a platform for bringing forward substantial research and literature across the arena of Data Science and Security. It provided an overview of the upcoming technologies. IDSCS 2020 provided a platform for leading experts to share their perceptions, provide supervision, and address participant’s interroga- tions and concerns. The conference was organized by CHRIST (Deemed to be University), Pune Lavasa Campus, India, on March 13–14, 2020. IDSCS 2020 received approxi- mately 88 research submissions from 4 different countries, viz., South Korea, USA, United Arab Emirates, and Oman. The papers included topics pertaining to varied advanced areas in technology, Data Science, Artificial Intelligence, Machine Learning, and the like. After a rigorous peer review with the help of program committee members and 60 external reviewers, 40 papers were approved. Technology is the driving force in this era of globalization for the socioeconomic growth and sustained development of any country. The influence of Data and Security in shaping the process of globalization, particularly in productivity, commercial, and financial spheres, is highly required. This is the phase of revo- lution that has significant implications for the current and future societal and eco- nomic situation of all the countries in the world. Data and Security plays a fundamental role in enabling people for relying on digital media for a better life- style. Finally, it is concluded that Data Science and Security is a significant con- tributor to the success of the current initiative of Digital India. v vi Preface In order to recognize the ongoing research and advancement by Data Science, Security, and allied sectors and encourage universities, scholars, and students through their research work acclimating new scientific technologies and innova- tions, the 2-day conference had presentations from the researchers, scientists, academia, and students on the research works carried out by them in different sectors. IDSCS-2020 is a flagship event of CHRIST (Deemed to be University), Pune Lavasa Campus. The Conference was inaugurated by Mr. Puroshotham Darshankar, Innovation and R&D Architect, Persistent System Limited, along with other eminent digni- taries including Dr. Fr. Jossy P. George, Dr. Fr. Arun Antony, Dr. K. Balachandran, Mr. Kapil Tiwari, and Dr. Fr. Joseph Varghese. The conference witnessed keynote addresses from eminent speakers, namely Dr. Dong S. Han, Professor, School of Electronics Engineering, Kyungpook National University, Korea; Dr. Joseph Varghese, Professor, Department of Mathematics, CHRIST (Deemed to be University), India; Dr. Balachandran K.; and Dr. Fr. Jossy P. George, CHRIST (Deemed to be University), India. The organizers wish to thank Dr. Aninda Bose, Senior Editor, Springer Nature and Ms. Jennifer Sweety Johnson, Springer Nature, New Delhi, India, for their support and guidance. EasyChair conference management is a really wonderful tool for easy organization and compilation of conference documents. Windhoek, Namibia Dharm Singh Jat Lavasa, India Samiksha Shukla Stanford, USA Aynur Unal Indore, India Durgesh Kumar Mishra March 2020 Contents An Approach to Predict Potential Edges in Online Social Networks ................................................ 1 Praveen Kumar Bhanodia, Aditya Khamparia, and Babita Pandey A Novel Approach to Human–Computer Interaction Using Hand Gesture Recognition ........................................ 7 Akshay Sachdeva and Aniket Mohan Insider Threat Detection Based on Anomalous Behavior of User for Cybersecurity .......................................... 17 Ujwala Sav and Ganesh Magar A Comparative Study of Text Mining Algorithms for Anomaly Detection in Online Social Networks ........................... 29 Sujatha Arun Kokatnoor and Balachandran Krishnan Internet of Things (IoT) Security Threats on Physical
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