{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T09:21:28Z","timestamp":1778145688870,"version":"3.51.4"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/uemcon47517.2019.8993021","type":"proceedings-article","created":{"date-parts":[[2020,2,14]],"date-time":"2020-02-14T08:36:46Z","timestamp":1581669406000},"page":"0401-0407","source":"Crossref","is-referenced-by-count":14,"title":["Machine Learning for DDoS Attack Classification Using Hive Plots"],"prefix":"10.1109","author":[{"given":"Pablo","family":"Rivas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Casimer","family":"DeCusatis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Oakley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alex","family":"Antaki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicholas","family":"Blaskey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven","family":"LaFalce","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephen","family":"Stone","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150429"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2012.10.026"},{"key":"ref31","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"14","author":"kohavi","year":"1995","journal-title":"IJCAI"},{"key":"ref30","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1147\/JRD.2018.2800499"},{"key":"ref36","author":"wei","year":"0","journal-title":"Bring intelligence to where critical transactions run-an update from machine learning for z\/os"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/PIC.2016.7949579"},{"key":"ref34","first-page":"301","article-title":"The kernel trick for distances","author":"sch\u00f6lkopf","year":"2001","journal-title":"Advances in neural information processing systems"},{"key":"ref10","author":"krebs","year":"2017","journal-title":"Krebsonsecurity hit with record ddos attack"},{"key":"ref11","article-title":"Ddos attack on bank hid $900,000 cyberheist","author":"krebs","year":"2013","journal-title":"Krebs on Security"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.clsr.2016.07.002"},{"key":"ref13","article-title":"Societal benefits and risks of artificial intelligence: A succinct survey","author":"bergsten","year":"0","journal-title":"21st International Conference on Artificial Intelligence (ICAI 2019)"},{"key":"ref14","article-title":"Linear layout for visualization of networks","author":"krzywinski","year":"2010","journal-title":"Genome Inform"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbr069"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MSECP.2003.1193207"},{"key":"ref17","author":"vakaria","year":"2018","journal-title":"Google Summer of Code"},{"key":"ref18","author":"van ommeren","year":"2014","journal-title":"Staying ahead in the cybersecurity game what matters now"},{"key":"ref19","article-title":"A software-defined network honeypot with geolocation and analytic data collection","author":"joseph","year":"2017","journal-title":"Proc 12th Annual IEEE\/ACM Information Technology Professional Conference"},{"key":"ref28","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref4","author":"kumar","year":"2018","journal-title":"1 7 tbps ddos attack - memcached udp reflections set new record"},{"key":"ref27","article-title":"Dog breed identification with a neural network over learned representations from the xception cnn architecture","author":"mulligan","year":"0","journal-title":"21st International Conference on Artificial Intelligence (ICAI 2019)"},{"key":"ref3","article-title":"Trustworthy cyberspace: Strategic plan for the federal cyber security research and development program","author":"house","year":"2011","journal-title":"Report of the National Science and Technology Council Executive Office of the President"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSA.2017.12"},{"key":"ref29","first-page":"807","article-title":"Rectified linear units improve restricted boltzmann machines","author":"nair","year":"0","journal-title":"Proceedings of the 27th International Conference on Machine Learning (ICML-10)"},{"key":"ref5","first-page":"15","article-title":"Blackiot: Iot botnet of high wattage devices can disrupt the power grid","author":"soltan","year":"0","journal-title":"27th USENIX Security Symposium ( USENIX Security 18)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4031\/MTSJ.52.5.14"},{"key":"ref7","article-title":"The future of cybercrime & security: Financial and corporate threats & mitigation","author":"moar","year":"2015","journal-title":"Juniper"},{"key":"ref2","author":"shostack","year":"2014","journal-title":"Threat Modeling Designing for Security"},{"key":"ref9","author":"arndt","year":"2018","journal-title":"A year after wannacry health care organizations face mounting cyberthreats"},{"key":"ref1","author":"meier","year":"2003","journal-title":"Improving Web Application Security Threats and Countermeasures"},{"key":"ref20","author":"gisolfi","year":"0","journal-title":"A honeynet environment for analyzing malicious actors"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2379690.2379698"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/bs.aecr.2015.10.006","article-title":"The visualisation of ecological networks, and their use as a tool for engagement, advocacy and management","volume":"54","author":"pocock","year":"2016","journal-title":"Advances in Ecological Research"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2875475.2875490"},{"key":"ref23","author":"miller","year":"2011","journal-title":"Security Information and Event Management (SIEM) Implementation"},{"key":"ref26","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3125659.3125683"}],"event":{"name":"2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","location":"New York City, NY, USA","start":{"date-parts":[[2019,10,10]]},"end":{"date-parts":[[2019,10,12]]}},"container-title":["2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8966519\/8992916\/08993021.pdf?arnumber=8993021","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,19]],"date-time":"2022-07-19T20:19:44Z","timestamp":1658261984000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8993021\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/uemcon47517.2019.8993021","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}