Geetha Ganapathi · Arumugam Subramaniam Manuel Graña · Suresh Balusamy Rajamanickam Natarajan Periakaruppan Ramanathan (Eds.) Communications in Computer and Information Science 844 Computational Intelligence, Cyber Security and Computational Models Models and Techniques for Intelligent Systems and Automation Third International Conference, ICC3 2017 Coimbatore, India, December 14–16, 2017 Proceedings 123 Communications in Computer and Information Science 844 Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Geetha Ganapathi Arumugam Subramaniam (cid:129) ñ Manuel Gra a Suresh Balusamy (cid:129) Rajamanickam Natarajan Periakaruppan Ramanathan (Eds.) Computational Intelligence, Cyber Security and Computational Models Models and Techniques for Intelligent Systems and Automation Third International Conference, ICC3 2017 – Coimbatore, India, December 14 16, 2017 Proceedings 123 Editors Geetha Ganapathi SureshBalusamy PSGCollegeof Technology PSGCollegeof Technology Coimbatore Coimbatore India India Arumugam Subramaniam Rajamanickam Natarajan BITS Pilani,KKBirla PSGCollegeof Technology Goa Coimbatore India India Manuel Graña Periakaruppan Ramanathan University of the BasqueCountry PSGCollegeof Technology SanSebastian Coimbatore Spain India ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-981-13-0715-7 ISBN978-981-13-0716-4 (eBook) https://doi.org/10.1007/978-981-13-0716-4 LibraryofCongressControlNumber:2018944393 ©SpringerNatureSingaporePteLtd.2018 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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 storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721, Singapore Preface Advancesincomputerhardware,software,andnetworkingareashaveprovidedample scope for research and development in computer science theory and applications. In this connection, the Department of Applied Mathematics and Computational Sciences of PSG College of Technology organized the Third International Conference on Computational Intelligence, Cyber Security, and Computational Models (ICC3 2017) during December 14–16, 2017. The theme “Models and Techniques for Intelligent Systems and Automation” was selected to promote high-quality research in the areas of computational models, computationalintelligence,andcybersecurityandtoemphasizetheroleoftechnology in real-time applications. These emerging interdisciplinary research areas have helped tosolvemultifacetedproblemsandgainedprominentattentioninrecentyearswiththe coming of the digital age. Computational intelligence encompasses a broad set of techniques such as data mining,machinelearning,deeplearning,bigdata,theInternetofThings,andartificial intelligence. This track aims to bring out novel techniques for computation and visu- alization, find solutions for computationally expensive problems, and explore data within them be it classification, clustering, or feature engineering. Cyber security has gained importance with the number of cyber threats escalating worldwide. There is a need for comprehensive security analysis, assessment, and actions to protect critical infrastructure and sensitive information. This track in the conference aims to bring together researchers, practitioners, developers, and users to explorecutting-edgeideasandendresultsinappliedcryptography,intrusiondetection and prevention, malware and botnets, security protocols, and system security. Computational models have become extremely important for meeting the demands of the computer systems and for exploring new potential in the areas of topology, theory of computing, optimization techniques, database models, graph models, and stochastic models. Rigorous mathematical algorithms are of high demand for compu- tational insight and necessitate vigorous tools for efficient implementation. We received 64 papers in total and accepted 15 (24%). Each paper went through a stringent review process and where issues remained, additional reviews were com- missioned. There were also an additional six papers from the plenary speakers related to their talk. The organizers of ICC3 2017 wholeheartedly appreciate the efforts of the peer reviewers for their valuable comments in ensuring the quality of the proceedings. We extend our deepest gratitude to Springer for their continued support and for bringing outtheproceedingsontimewithexcellentproductionquality.Wewouldliketothank allthekeynotespeakers,advisorycommitteemembers,andthesessionchairsfortheir timelycontribution.Webelievethattheparticipantshadfruitfulresearchdeliberations and benefitted by the excellent interaction. VI Preface ICC3hasbeenabiennialconferencesince2013andissuccessfulinhostingagood dialogue between industry and academia. We hope that this tradition of academic interaction continues and fosters a greater binding in the years to come. April 2018 Geetha Ganapathi S. Arumugam Manuel Graña Suresh Balusamy N. Rajamanickam RM. Periakaruppan Organization Chief Patron Shri. L. Gopalakrishnan PSG & Sons Charities Trust, Coimbatore, India Patron R. Rudramoorthy PSG College of Technology, Coimbatore, India Organizing Chair R. Nadarajan PSG College of Technology, Coimbatore, India Program Chairs Geetha Ganapathi PSG College of Technology, Coimbatore, India S. Arumugam BITS Pilani, KK Birla, Goa, India Honorary Chairs Andrew H. Sung University of Southern Mississipi, USA Dipankar Das Gupta University of Memphis, USA Computational Intelligence Track Chairs Manuel Graña University of the Basque Country, Spain Suresh Balusamy PSG College of Technology, Coimbatore, India Cyber Security Track Chair N. Rajamanickam PSG College of Technology, Coimbatore, India Computational Models Track Chair RM. Periakaruppan PSG College of Technology, Coimbatore, India Advisory Committee Rein Nobel Vrije University, Amsterdam, The Netherlands Kiseon Kim Gwangju Institute of Science and Technology, South Korea Phalguni Gupta Indian Institute of Technology, Kanpur, India VIII Organization R. Anitha PSG College of Technology, India G. Sai Sundara Krishnan PSG College of Technology, India R. S. Lekshmi PSG College of Technology, India M. Senthilkumar PSG College of Technology, India R. Vijayalakshmi Miami University, USA Technical Program Committee Manual Graña University of the Basque Country, Spain Atilla Elci Aksaray University, Turkey Rein Nobel VU University, Amsterdam, The Netherlands Kiseon Kim Gwangju Institute of Science and Technology, South Korea Marten Wan Dijk University of Connecticut Storrs, USA Assaf Schuster Israel Institute of Technology, Israel Andrew H. Sung University of Southern Mississipi, USA Dipankar Das Gupta University of Memphis, USA Kurunathan Ratnavelu University of Malaya, Malaysia Bing Wu Fayetteville University, USA Nandagopal D. University of South Australia, Australia Michal Wozniak Wroclaw University of Technology, Poland S. Arumugam BITS Pilani, KK Birla, Goa, India R. Vijayalakshmi Miami University, Ohio, USA Nabaraj Dahal Research Engineer elmTEK Pty. Ltd., Australia Naga Dasari Federation University Australia, Australia Sridhar V. Vencore Labs, USA Aresh Dadlani Nazarabayev University, Kazakhstan N. P. Mahalik Jordan College of Agricultural Sciences and Technology, Jordan Srinivas R. Chakravarthy Kettering University, USA Hironori Washizaki Waseda University, Japan Giovanni Semeraro University of Bari Aldo Moro, Italy A. Somasundaram BITS Pilani, Dubai Campus, Dubai S. Arockiasamy University of Nizwa, Sultanate of Oman Natarajan Meghanathan Jackson State University, USA Eduardo B. Fernandez Florida Atlantic University, USA Carlos R. Carpintero F. Universidad de Oriente, Venezuela Hironori Washizaki Waseda University, Japan Igor Kotenko St.PetersburgInstituteforInformaticsandAutomation, Russia Douglas S. Reeves NC State University, USA Janet Light University of New Brunswick, Canada Subir Kumar Ghosh Ramakrishna Mission Vivekananda University, India Phalguni Gupta IIT Kanpur, India C. Pandurangan IIT Madras, India B. Raveendran IIT Madras, India Organization IX Vineeth N. IIT Hyderabad, India Balasubramanian Sudip Misra IIT Kharagpur, India M. Ashok Kumar IIT Indore, India K. Viswanathan Iyer NIT Trichy, India U. Dinesh Kumar IIM Bangalore, India C. Mala NIT Trichy, India Murugesan NIT Trichy, India N. P. Gopalan NIT Trichy, India S. K. Hafizul Islam IIIT Kalyani, India Rishi Ranjan Singh IIIT Allahabad, India Chandrasekaran NIT Surathkal, India Vijay Bhaskar Semwal IIIT Dharwad, India R. Nadarajan PSG College of Technology, Coimbatore, India A. Kandasamy NIT Surathkal, India R. B. V. Subramanyam NIT Warangal, India Manoj Changat University of Kerala, India Sethumadhavan M. Amrita University, Coimbatore, India Somasundaram K. Amrita University, Coimbatore, India R. Anitha PSG College of Technology, Coimbatore, India Latha Parameswaran Amrita University, Coimbatore, India G. Sethuraman Anna University, Chennai, India J. Baskar Babujee Anna University, Chennai, India G. Sai Sundara Krishnan PSG College of Technology, Coimbatore, India Ruhul Amin Thapar University, Patiala, India K. S. Sridharan Sri Sathya Sai Institute of Higher Learning, (Deemed University), India Geetha Ganapathi PSG College of Technology, Coimbatore, India Suresh C. Satapathy ANITS, Vishakapatnam, India R. S. Lekshmi PSG College of Technology, Coimbatore, India S. Indumathi Ambedkar Institute of Technology, Bengaluru, India RM. Periakaruppan PSG College of Technology, Coimbatore, India C. R. Subramanian Institute of Mathematical Sciences, Chennai, India M. Senthilkumar PSG College of Technology, Coimbatore, India R. Ramanujam Institute of Mathematical Sciences, Chennai, India Suresh Balusamy PSG College of Technology, Coimbatore, India Shina Sheen PSG College of Technology, Coimbatore, India K. Thangavel Periyar University, Salem, India R. Venkatesan PSG College of Technology, Coimbatore, India T. Purushothaman GovernmentCollegeofTechnology,Coimbatore,India G. Sudha Sadasivam PSG College of Technology, Coimbatore, India Elizabeth Sherly IIITM – Trivandrum, India A. Chitra PSG College of Technology, Coimbatore, India G. Padmavathi AvinashilingamDeemedUniversity,Coimbatore,India P. Navaneethan PSG College of Technology, Coimbatore, India H. S. Ramane Karnatak University, Dharwad, India