{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T13:48:59Z","timestamp":1776001739182,"version":"3.50.1"},"reference-count":42,"publisher":"World Scientific Pub Co Pte Ltd","issue":"03","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["51875113"],"award-info":[{"award-number":["51875113"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Comp. Intel. Appl."],"published-print":{"date-parts":[[2020,9]]},"abstract":"<jats:p> Intrusion is one of the biggest problems in wireless sensor networks. Because of the evolution in wired and wireless mechanization, various archetypes are used for communication. But security is the major concern as networks are more prone to intrusions. An intrusion can be dealt in two ways: either by detecting an intrusion in a wireless sensor network or by preventing an intrusion in a wireless sensor network. Many researchers are working on detecting intrusions and less emphasis is given on intrusion prevention. One of the modern techniques for averting intrusions is through fuzzy logic. In this paper, we have defined a fuzzy rule-based system to avert intrusions in wireless sensor network. The proposed system works in three phases: feature extraction, membership value computation and fuzzified rule applicator. The proposed method revolves around predicting nodes in three categories as \u201cred\u201d, \u201corange\u201d and \u201cgreen\u201d. \u201cRed\u201d represents that the node is malicious and prevents it from entering the network. \u201cOrange\u201d represents that the node \u201cmight be malicious\u201d and marks it suspicious. \u201cGreen\u201d represents that the node is not malicious and it is safe to enter the network. The parameters for the proposed FzMAI are packet send to base station, energy consumption, signal strength, a packet received and PDR. Evaluation results show an accuracy of 98.29% for the proposed system. A detailed comparative analysis concludes that the proposed system outperforms all the other considered fuzzy rule-based systems. The advantage of the proposed system is that it prevents a malicious node from entering the system, thus averting intrusion. <\/jats:p>","DOI":"10.1142\/s1469026820500182","type":"journal-article","created":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T09:59:02Z","timestamp":1597831142000},"source":"Crossref","is-referenced-by-count":33,"title":["A Fuzzy Logic-Based Method to Avert Intrusions in Wireless Sensor Networks Using WSN-DS Dataset"],"prefix":"10.1142","volume":"19","author":[{"given":"Neha","family":"Singh","sequence":"first","affiliation":[{"name":"USICT, Guru Gobind Singh Indraprastha University, Dwarka, New Delhi 110078, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deepali","family":"Virmani","sequence":"additional","affiliation":[{"name":"Department of Computer Science Engineering, Bhagwan Parshuram Institute of Technology, Rohini, New Delhi 110089, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-Zhi","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Computing, University of Eastern Finland, Laskut 96404, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2020,8,19]]},"reference":[{"key":"S1469026820500182BIB001","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-3953-9_40"},{"key":"S1469026820500182BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.01.013"},{"key":"S1469026820500182BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58424-9_2"},{"key":"S1469026820500182BIB004","first-page":"1","volume-title":"Proc. Fourth Int. Conf. Engineering MIS","author":"Nagaraja A."},{"issue":"1","key":"S1469026820500182BIB006","first-page":"690","volume":"6","author":"Chaudhary A.","year":"2014","journal-title":"BVICA M\u2019s Int. J. Inf. Technol."},{"key":"S1469026820500182BIB007","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-131046"},{"issue":"4","key":"S1469026820500182BIB008","doi-asserted-by":"crossref","first-page":"626","DOI":"10.14419\/ijet.v7i4.13558","volume":"7","author":"Singh N.","year":"2018","journal-title":"Int. J. Eng. Technol."},{"key":"S1469026820500182BIB009","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4731953"},{"key":"S1469026820500182BIB010","first-page":"1","author":"Singh N.","year":"2020","journal-title":"J. Inf. Optim. Sci."},{"key":"S1469026820500182BIB012","first-page":"386","volume-title":"Fourth Int. Conf. Computer and Information Technology","author":"Zhang X.","year":"2004"},{"key":"S1469026820500182BIB015","first-page":"1927","volume-title":"IEEE Wireless Communications and Networking Conf.","volume":"4","author":"Su C. C.","year":"2005"},{"key":"S1469026820500182BIB016","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2006.07.008"},{"key":"S1469026820500182BIB017","first-page":"3037","volume-title":"2012 IEEE Global Communications Conf. (GLOBECOM)","author":"Yi P."},{"key":"S1469026820500182BIB018","doi-asserted-by":"publisher","DOI":"10.1504\/IJSN.2012.050027"},{"key":"S1469026820500182BIB019","first-page":"135","volume-title":"2018 IEEE Global Conf. Wireless Computing and Networking (GCWCN)","author":"Chandre P. R."},{"key":"S1469026820500182BIB020","doi-asserted-by":"publisher","DOI":"10.1145\/2668332.2668351"},{"issue":"6","key":"S1469026820500182BIB022","first-page":"63","volume":"42","author":"Kim T. K.","year":"2008","journal-title":"World Acad. Sci. Eng. Technol."},{"key":"S1469026820500182BIB023","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2011.03.005"},{"issue":"1","key":"S1469026820500182BIB024","first-page":"101","volume":"2","author":"Shanmugavadivu R.","year":"2011","journal-title":"Indian J. Comput. Sci. Eng."},{"issue":"1","key":"S1469026820500182BIB025","first-page":"14","volume":"2","author":"Selman A. H.","year":"2013","journal-title":"Southeast Eur. J. Soft Comput."},{"key":"S1469026820500182BIB026","first-page":"105","volume-title":"2008 Int. Wireless Communications and Mobile Computing Conf.","author":"El-Hajj W."},{"key":"S1469026820500182BIB027","first-page":"212","volume-title":"2009 Int. Conf. Soft Computing and Pattern Recognition","author":"Shanmugam B."},{"key":"S1469026820500182BIB028","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/3548607"},{"key":"S1469026820500182BIB029","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/167575"},{"key":"S1469026820500182BIB030","first-page":"18","volume-title":"Proc. Int. Multiconf. Engineers and Computer Scientists","volume":"1","author":"Yan K. Q.","year":"2009"},{"key":"S1469026820500182BIB031","first-page":"23","volume-title":"2008 Third Int. Conf. Systems and Networks Communications","author":"Sabahi F."},{"key":"S1469026820500182BIB032","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2008.19"},{"key":"S1469026820500182BIB033","first-page":"1","volume-title":"RACS \u201912: Proceedings of the 2012 ACM Research in Applied Computation Symposium","author":"Sharma A."},{"issue":"1","key":"S1469026820500182BIB034","first-page":"53","volume":"2","author":"Al-Ani A.","year":"2005","journal-title":"Int. J. Comput. Intell."},{"key":"S1469026820500182BIB035","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.11.077"},{"key":"S1469026820500182BIB036","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"S1469026820500182BIB037","first-page":"1157","volume":"3","author":"Guyon I.","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"S1469026820500182BIB039","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.09.123"},{"key":"S1469026820500182BIB040","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.03.042"},{"key":"S1469026820500182BIB041","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpca.7b08750"},{"key":"S1469026820500182BIB042","first-page":"235","volume-title":"FLAIRS Conf.","volume":"1999","author":"Hall M. A.","year":"1999"},{"key":"S1469026820500182BIB043","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2004.08.006"},{"key":"S1469026820500182BIB044","first-page":"247","volume-title":"2014 IEEE Conf. Communications and Network Security","author":"Beigi E. B."},{"key":"S1469026820500182BIB045","first-page":"1","volume":"2014","author":"Cho Y. C.","year":"2014","journal-title":"Sci. World J."},{"key":"S1469026820500182BIB046","first-page":"289","volume-title":"2018 IEEE 23rd Pacific Rim Int. Symp. Dependable Computing (PRDC)","author":"Berjab N."},{"key":"S1469026820500182BIB047","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1007\/11881599_88","volume-title":"Int. Conf. Fuzzy Systems and Knowledge Discovery","volume":"4223","author":"Chi S. H."},{"key":"S1469026820500182BIB048","doi-asserted-by":"publisher","DOI":"10.3390\/s19010203"}],"container-title":["International Journal of Computational Intelligence and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1469026820500182","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T03:17:06Z","timestamp":1665371826000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S1469026820500182"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,19]]},"references-count":42,"journal-issue":{"issue":"03","published-print":{"date-parts":[[2020,9]]}},"alternative-id":["10.1142\/S1469026820500182"],"URL":"https:\/\/doi.org\/10.1142\/s1469026820500182","relation":{},"ISSN":["1469-0268","1757-5885"],"issn-type":[{"value":"1469-0268","type":"print"},{"value":"1757-5885","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,19]]},"article-number":"2050018"}}