{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,21]],"date-time":"2025-12-21T06:24:41Z","timestamp":1766298281155,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/isncc.2017.8072036","type":"proceedings-article","created":{"date-parts":[[2017,10,25]],"date-time":"2017-10-25T15:19:48Z","timestamp":1508944788000},"page":"1-6","source":"Crossref","is-referenced-by-count":33,"title":["A multi-layer perceptron approach for flow-based anomaly detection"],"prefix":"10.1109","author":[{"given":"Lennart","family":"Van Efferen","sequence":"first","affiliation":[]},{"given":"Amr M.T.","family":"Ali-Eldin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"An overview of flowbased and packetbased intrusion detection performance in high speed networks","author":"alaidaros","year":"0","journal-title":"The International Arab Conference on Information Technology (ACIT'2011) Riyadh"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30143-1_11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.peva.2010.01.001"},{"key":"ref13","article-title":"FlowBased Anomaly Detection Using Neural Network Optimized with GSA Algorithm","author":"jadidi","year":"2013","journal-title":"33rd IEEE International Conference on Distributed Computing Systems Workshops"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-4048(01)00806-9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/633\/1\/012124"},{"key":"ref17","article-title":"RBF-based real-time hierarchical intrusion detection systems","author":"ju","year":"2003","journal-title":"Proceedings of the International Joint Conference on Neural Networks 2003"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/11760191_38"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2005.1527610"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04968-2_4"},{"key":"ref27","first-page":"23","article-title":"FlowBased Intrusion Detection","author":"sperotto","year":"2011","journal-title":"IFIP\/IEEE International Symposium on Integrated Network Management"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"403","DOI":"10.3233\/IDA-2004-8406","article-title":"Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set","volume":"8","author":"sabhnani","year":"2004","journal-title":"Intelligent Data Analysis"},{"key":"ref6","first-page":"443","article-title":"Artificial Neural Networks for Misuse Detection, National","author":"cannady","year":"1998","journal-title":"Natl Information Systems Security Conf"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/NTMS.2011.5720582"},{"key":"ref8","article-title":"A study in using neural networks for anomaly and misuse detection","author":"gosh","year":"1999","journal-title":"Proceedings of the 8th USENIX Security Symposium"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488223"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45248-5_13"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32129-0_34"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/382912.382923"},{"key":"ref20","article-title":"Neural networks vs. decision trees for intrusion detection","author":"bouzida","year":"2006","journal-title":"IEEE\/IST Workshop on Monitoring Attack Detection and Mitigation (MonAM)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.06.019"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31966-5_4"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/BADGERS.2015.014"},{"key":"ref23","article-title":"Towards Multilayered Intrusion Detection in HighSpeed Networks","author":"golling","year":"2014","journal-title":"6th International Conference on Cyber Conflict"},{"journal-title":"WEKA","year":"0","key":"ref26"},{"journal-title":"UNSWNB15","year":"0","key":"ref25"}],"event":{"name":"2017 International Symposium on Networks, Computers and Communications (ISNCC)","start":{"date-parts":[[2017,5,16]]},"location":"Marrakech, Morocco","end":{"date-parts":[[2017,5,18]]}},"container-title":["2017 International Symposium on Networks, Computers and Communications (ISNCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8054594\/8071973\/08072036.pdf?arnumber=8072036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,5]],"date-time":"2019-10-05T00:36:17Z","timestamp":1570235777000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8072036\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/isncc.2017.8072036","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}