{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T15:52:43Z","timestamp":1762876363112,"version":"3.28.0"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,2,21]],"date-time":"2022-02-21T00:00:00Z","timestamp":1645401600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,2,21]],"date-time":"2022-02-21T00:00:00Z","timestamp":1645401600000},"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":[[2022,2,21]]},"DOI":"10.1109\/icaiic54071.2022.9722661","type":"proceedings-article","created":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T15:41:38Z","timestamp":1646149298000},"page":"115-121","source":"Crossref","is-referenced-by-count":12,"title":["An Evaluation Framework for Machine Learning Methods in Detection of DoS and DDoS Intrusion"],"prefix":"10.1109","author":[{"given":"Temechu Girma","family":"Zewdie","sequence":"first","affiliation":[{"name":"University of the District of Columbia,Computer Science and Engineering,Washington DC,USA"}]},{"given":"Anteneh","family":"Girma","sequence":"additional","affiliation":[{"name":"University of the District of Columbia,Computer Science and Engineering,Washington DC,USA"}]}],"member":"263","reference":[{"year":"2017","key":"ref10","article-title":"Intrusion Detection Evaluation Dataset (CIC-IDS2017)"},{"article-title":"CICFlowMeter\/ReadMe.txt at master • ahlashkari\/CICFlowMeter","year":"2021","author":"lashkari","key":"ref11"},{"key":"ref12","first-page":"11368","article-title":"Identification and analysis of DoS attack Using Data Analysis tools","volume":"4","author":"sharma","year":"2016","journal-title":"International Journal of Innovative Research in Computer and Communication Engineering"},{"key":"ref13","first-page":"1086","article-title":"Machine Learning Techniques used for the Detection and Analysis of Modern Types of DDoS Attacks","volume":"4","author":"sharma","year":"2017","journal-title":"International Research Journal of Engineering and Technology (IRJET)"},{"key":"ref14","first-page":"111","article-title":"Machine Learning Fundamentals A Concise Introduction","author":"jiang","year":"2021"},{"year":"2021","key":"ref15","article-title":"XGBoost Documentation"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.6028\/NIST.SP.800-94"},{"key":"ref3","article-title":"Machine Learning Techniques used for the Detection and Analysis of Modern Types of DDoS Attacks","volume":"4","author":"sofi","year":"2017","journal-title":"International Research Journal of Engineering and Technology (IRJET)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WiCOM.2012.6478491"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218396"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1237\/3\/032040"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CONIELECOMP.2017.7891834"},{"article-title":"The Worldwide Web Security FAQ","year":"2002","author":"stein","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2003.10.003"},{"key":"ref9","article-title":"Towards effective feature selection in machine learning-based botnet detection approaches","author":"samani","year":"2014","journal-title":"Security and Communication Networks"}],"event":{"name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","start":{"date-parts":[[2022,2,21]]},"location":"Jeju Island, Korea, Republic of","end":{"date-parts":[[2022,2,24]]}},"container-title":["2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9722611\/9722613\/09722661.pdf?arnumber=9722661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,20]],"date-time":"2022-06-20T17:21:12Z","timestamp":1655745672000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9722661\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,21]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/icaiic54071.2022.9722661","relation":{},"subject":[],"published":{"date-parts":[[2022,2,21]]}}}