{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T03:17:46Z","timestamp":1761621466237,"version":"3.28.0"},"reference-count":46,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1109\/isie.2019.8781458","type":"proceedings-article","created":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T23:55:47Z","timestamp":1564703747000},"page":"1277-1282","source":"Crossref","is-referenced-by-count":14,"title":["A Review of Artificial Intelligence Based Intrusion Detection for Software-Defined Wireless Sensor Networks"],"prefix":"10.1109","author":[{"given":"S. Masengo","family":"Wa Umba","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adnan M.","family":"Abu-Mahfouz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"T.D.","family":"Ramotsoela","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gerhard P.","family":"Hancke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref38","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"presented at the Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WINCOM.2016.7777224"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2017.8217065"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/586110.586145"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2008.08.003"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2016.7732445"},{"journal-title":"Artificial Intelligence A Modern Approach","year":"2016","author":"russell","key":"ref36"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00032-5"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2491185.2491199"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ASET.2017.7983668"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2016.7819342"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2018.8433630"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICEBE.2016.020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-5225-3923-0.ch085"},{"key":"ref15","first-page":"81","article-title":"Security issues and attacks in Wireless Sensor Networks","volume":"5","author":"shabana","year":"2016","journal-title":"International Journal of Advanced Research in Computer Science and Electronics Engineering (IJARCSEE)"},{"key":"ref16","article-title":"Main types of attacks in wireless sensor networks","author":"lupu","year":"2009","journal-title":"presented at the Proceedings of the 9th WSEAS international conference on signal speech and image processing and 9th WSEAS international conference on Multimedia internet & video technologies"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3230833.3232803"},{"key":"ref18","first-page":"456","author":"leighton","year":"1994","journal-title":"Secret-Key Agreement without Public-Key Cryptography"},{"key":"ref19","first-page":"711","article-title":"A Survey on Advanced Encryption Standard","volume":"6","author":"rao","year":"2017","journal-title":"International Journal of Science and Research"},{"journal-title":"Public-key Cryptography","year":"2013","author":"salomaa","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2017.8104765"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2016.2544805"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/AFRCON.2013.6757656"},{"key":"ref6","first-page":"2491","author":"ramotsoela","year":"2018","journal-title":"A Survey of Anomaly Detection in Industrial Wireless Sensor Networks with Critical Water System Infrastructure as a Case Study"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.jesit.2015.11.005"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.04.239"},{"key":"ref8","first-page":"1","article-title":"Fragmentation-based Distributed Control System for Software Defined Wireless Sensor Networks","author":"kobo","year":"2018","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2017.8217064"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1504\/IJSNET.2018.088366"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.3390\/s17051031","article-title":"Software Defined Networking for Improved Wireless Sensor Network Management: A Survey","volume":"17","author":"ndiaye","year":"2017","journal-title":"SENSORS"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2749415"},{"key":"ref46","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"journal-title":"Cryptography and Network Security Principles and Practice","year":"2017","author":"stallings","key":"ref20"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2006.315852"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2005.1424811"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"26","DOI":"10.4018\/IJHCR.2016010103","article-title":"Securing Mobile Ad Hoc Networks: Challenges and Solutions","volume":"7","author":"sunil","year":"2016","journal-title":"International Journal of Handheld Computing Research (IJHCR)"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCSW.2013.40"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1218556.1218559"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref41"},{"key":"ref23","first-page":"1","article-title":"Security issues in wireless sensor networks: Attacks and countermeasures","volume":"1","author":"chelli","year":"2015","journal-title":"Proceedings of the World Congress on Engineering"},{"journal-title":"Machine Learning Yearning 2016","year":"2017","author":"ng","key":"ref44"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/359340.359342"},{"journal-title":"KDDCup' 1999 Dataset","year":"2018","key":"ref43"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2004.1354530"}],"event":{"name":"2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)","start":{"date-parts":[[2019,6,12]]},"location":"Vancouver, BC, Canada","end":{"date-parts":[[2019,6,14]]}},"container-title":["2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8767359\/8781085\/08781458.pdf?arnumber=8781458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:50:13Z","timestamp":1658094613000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8781458\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/isie.2019.8781458","relation":{},"subject":[],"published":{"date-parts":[[2019,6]]}}}