{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T19:14:20Z","timestamp":1780514060276,"version":"3.54.1"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,3,9]],"date-time":"2023-03-09T00:00:00Z","timestamp":1678320000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,3,9]],"date-time":"2023-03-09T00:00:00Z","timestamp":1678320000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100010426","name":"UGC-DAE\u00a0Consortium for Scientific Research, University Grants Commission","doi-asserted-by":"publisher","award":["201516-RGNF-2015-17-SC-TAM-25217"],"award-info":[{"award-number":["201516-RGNF-2015-17-SC-TAM-25217"]}],"id":[{"id":"10.13039\/501100010426","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1007\/s11277-023-10209-6","type":"journal-article","created":{"date-parts":[[2023,3,26]],"date-time":"2023-03-26T17:12:19Z","timestamp":1679850739000},"page":"1807-1828","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Security Establishment in Cybersecurity Environment Using PSO Based Optimization"],"prefix":"10.1007","volume":"129","author":[{"given":"J.","family":"Priyanka","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Ramakrishnan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,3,9]]},"reference":[{"issue":"4","key":"10209_CR1","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1109\/SURV.2012.010912.00035","volume":"14","author":"Y Yan","year":"2012","unstructured":"Yan, Y., Qian, Y., Sharif, H., & Tipper, D. (2012). A survey on cybersecurity for smart grid communications. IEEE Communications Surveys and Tutorials, 14(4), 998\u20131010.","journal-title":"IEEE Communications Surveys and Tutorials"},{"issue":"5","key":"10209_CR2","doi-asserted-by":"publisher","first-page":"1344","DOI":"10.1016\/j.comnet.2012.12.017","volume":"57","author":"W Wang","year":"2013","unstructured":"Wang, W., & Lu, Z. (2013). Cybersecurity in the smart grid: Survey and challenges. Computer Networks, 57(5), 1344\u20131371.","journal-title":"Computer Networks"},{"issue":"7","key":"10209_CR3","doi-asserted-by":"publisher","first-page":"1471","DOI":"10.1109\/JSAC.2014.2332051","volume":"32","author":"S Bi","year":"2014","unstructured":"Bi, S., & Zhang, Y. J. (2014). Using covert topological information for defense against malicious attacks on DC state estimation. IEEE Journal on Selected Areas in Communications, 32(7), 1471\u20131485.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"7","key":"10209_CR4","doi-asserted-by":"publisher","first-page":"1486","DOI":"10.1109\/JSAC.2014.2332095","volume":"32","author":"Z Ismail","year":"2014","unstructured":"Ismail, Z., Leneutre, J., Bateman, D., & Chen, L. (2014). A game-theoretical analysis of data confidentiality attacks on smart-grid AMI. IEEE Journal on Selected Areas in Communications, 32(7), 1486\u20131499.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"3","key":"10209_CR5","doi-asserted-by":"publisher","first-page":"1314","DOI":"10.1109\/TSG.2015.2453342","volume":"7","author":"Y Guo","year":"2016","unstructured":"Guo, Y., Ten, C.-W., Hu, S., & Weaver, W. W. (2016). Preventive maintenance for advanced metering infrastructure against malware propagation. IEEE Transactions on Smart Grid, 7(3), 1314\u20131328.","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"1","key":"10209_CR6","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1109\/MCS.2014.2364724","volume":"35","author":"Y Mo","year":"2015","unstructured":"Mo, Y., Weerakkody, S., & Sinopoli, B. (2015). Physical authentication of control systems: Designing watermarked control inputs to detect counterfeit sensor outputs. IEEE Control Systems, 35(1), 93\u2013109.","journal-title":"IEEE Control Systems"},{"issue":"1","key":"10209_CR7","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1109\/TSG.2016.2547742","volume":"9","author":"H Lin","year":"2016","unstructured":"Lin, H., Slagell, A., Kalbarczyk, Z., Sauer, P. W., & Iyer, R. K. (2016). Runtime semantic security analysis to detect and mitigate control-related attacks in power grids. IEEE Transactions on Smart Grid, 9(1), 163\u2013178.","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"6","key":"10209_CR8","doi-asserted-by":"publisher","first-page":"2659","DOI":"10.1109\/TSG.2014.2346088","volume":"6","author":"Y Fan","year":"2015","unstructured":"Fan, Y., Zhang, Z., Trinkle, M., Dimitrovski, A. D., Song, J. B., & Li, H. (2015). A cross-layer defense mechanism against GPS spoofing attacks on PMUs in smart grids. IEEE Transactions on Smart Grid, 6(6), 2659\u20132668.","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"8","key":"10209_CR9","doi-asserted-by":"publisher","first-page":"1773","DOI":"10.1109\/TNNLS.2015.2404803","volume":"27","author":"M Ozay","year":"2016","unstructured":"Ozay, M., Esnaola, I., Vural, F. T. Y., Kulkarni, S. R., & Poor, H. V. (2016). Machine learning methods for attack detection in the smart grid. IEEE Transactions on Neural Networks and Learning Systems, 27(8), 1773\u20131786.","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"issue":"3","key":"10209_CR10","first-page":"41","volume":"50","author":"Y Ye","year":"2017","unstructured":"Ye, Y., Li, T., Adjeroh, D., & Iyengar, S. S. (2017). A survey on malware detection using data mining techniques. ACM Computing Surveys (CSUR), 50(3), 41.","journal-title":"ACM Computing Surveys (CSUR)"},{"issue":"1","key":"10209_CR11","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s11416-006-0009-x","volume":"2","author":"E Filiol","year":"2006","unstructured":"Filiol, E. (2006). Malware pattern scanning schemes secure against black-box analysis. Journal in Computer Virology, 2(1), 35\u201350.","journal-title":"Journal in Computer Virology"},{"issue":"1","key":"10209_CR12","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s11416-006-0026-9","volume":"3","author":"E Filiol","year":"2007","unstructured":"Filiol, E., Jacob, G., & Liard, M. L. (2007). Evaluation methodology and theoretical model for antiviral behavioural detection strategies. Journal in Computer Virology, 3(1), 23\u201337.","journal-title":"Journal in Computer Virology"},{"issue":"4","key":"10209_CR13","first-page":"10","volume":"2","author":"M Damshenas","year":"2013","unstructured":"Damshenas, M., Dehghantanha, A., & Mahmoud, R. (2013). A survey on malware propagation, analysis, and detection. International Journal of Cyber-Security and Digital Forensics (IJCSDF), 2(4), 10\u201329.","journal-title":"International Journal of Cyber-Security and Digital Forensics (IJCSDF)"},{"issue":"2","key":"10209_CR14","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/s11036-013-0489-0","volume":"19","author":"M Chen","year":"2014","unstructured":"Chen, M., Mao, S., & Liu, Y. (2014). Big data: A survey. Mobile Networks and Applications, 19(2), 171\u2013209.","journal-title":"Mobile Networks and Applications"},{"key":"10209_CR15","first-page":"1","volume":"2015","author":"L Gloukhov","year":"2015","unstructured":"Gloukhov, L., Wild, C., & Reilly, D. (2015). Malware classification: Distributed data mining with spark. Association for the Advancement of Artificial Intelligence, 2015, 1\u20136.","journal-title":"Association for the Advancement of Artificial Intelligence"},{"issue":"4","key":"10209_CR16","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1016\/j.patrec.2012.09.009","volume":"34","author":"JC Ortiz-Bayliss","year":"2013","unstructured":"Ortiz-Bayliss, J. C., Terashima-Mar\u0131n, H., & Conant-Pablos, S. E. (2013). Learning vector quantization for variable ordering in constraint satisfaction problems. Pattern Recognition Letters, 34(4), 423\u2013432.","journal-title":"Pattern Recognition Letters"},{"key":"10209_CR17","volume-title":"The nature of statistical learning theory","author":"V Vapnik","year":"2013","unstructured":"Vapnik, V. (2013). The nature of statistical learning theory. Springer."},{"issue":"4","key":"10209_CR18","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1109\/SURV.2011.122111.00145","volume":"14","author":"J Liu","year":"2012","unstructured":"Liu, J., Xiao, Y., Li, S., Liang, W., & Chen, C. L. P. (2012). Cyber security and privacy issues in smart grids. IEEE Communications Surveys and Tutorials, 14(4), 981\u2013997.","journal-title":"IEEE Communications Surveys and Tutorials"},{"issue":"2","key":"10209_CR19","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1109\/JSYST.2014.2323266","volume":"10","author":"Y Huang","year":"2016","unstructured":"Huang, Y., Tang, J., Cheng, Y., Li, H., Campbell, K. A., & Han, Z. (2016). Real-time detection of false data injection in smart grid networks: An adaptive CUSUM method and analysis. IEEE Systems Journal, 10(2), 532\u2013543.","journal-title":"IEEE Systems Journal"},{"issue":"1","key":"10209_CR20","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1049\/iet-cps.2016.0019","volume":"1","author":"H He","year":"2016","unstructured":"He, H., & Yun, J. (2016). Cyber-physical attacks and defences in the smart grid: A survey. IET Cyber-Physical Systems Theory and Applications, 1(1), 13\u201327.","journal-title":"IET Cyber-Physical Systems Theory and Applications"},{"issue":"2","key":"10209_CR21","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1109\/JIOT.2015.2459049","volume":"3","author":"H Bao","year":"2016","unstructured":"Bao, H., Lu, R., Li, B., & Deng, R. (2016). BLITHE: Behavior rule-based insider threat detection for smart grid. IEEE Internet of Things Journal, 3(2), 190\u2013205.","journal-title":"IEEE Internet of Things Journal"},{"issue":"2","key":"10209_CR22","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.jnca.2016.08.016","volume":"74","author":"S Iqbal","year":"2016","unstructured":"Iqbal, S., et al. (2016). On cloud security attacks: A taxonomy and intrusion detection and prevention as a service. Journal of Network and Computer Applications, 74(2), 98\u2013120.","journal-title":"Journal of Network and Computer Applications"},{"key":"10209_CR23","doi-asserted-by":"publisher","first-page":"27518","DOI":"10.1109\/ACCESS.2018.2835527","volume":"6","author":"S Ahmed","year":"2018","unstructured":"Ahmed, S., Lee, Y., Hyun, S.-H., & Koo, I. (2018). Feature selection\u2013based detection of covert cyber deception assaults in smart grid communications networks using machine learning. IEEE Access, 6, 27518\u201327529.","journal-title":"IEEE Access"},{"issue":"3","key":"10209_CR24","doi-asserted-by":"publisher","first-page":"2727","DOI":"10.1109\/TPWRS.2013.2256374","volume":"28","author":"L Zhao","year":"2013","unstructured":"Zhao, L., & Zeng, B. (2013). Vulnerability analysis of power grids with line switching. IEEE Transactions on Power Systems, 28(3), 2727\u20132736.","journal-title":"IEEE Transactions on Power Systems"},{"key":"10209_CR25","doi-asserted-by":"crossref","unstructured":"Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceedings of ICNN'95-international conference on neural networks (Vol. 4, pp. 1942\u20131948). IEEE.","DOI":"10.1109\/ICNN.1995.488968"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10209-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-023-10209-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10209-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T11:29:47Z","timestamp":1679916587000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-023-10209-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,9]]},"references-count":25,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,4]]}},"alternative-id":["10209"],"URL":"https:\/\/doi.org\/10.1007\/s11277-023-10209-6","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-530371\/v1","asserted-by":"object"}]},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,9]]},"assertion":[{"value":"15 February 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 March 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical Approval"}}]}}