{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:39:26Z","timestamp":1772120366716,"version":"3.50.1"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,3,16]]},"DOI":"10.1109\/iccspa49915.2021.9385742","type":"proceedings-article","created":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T20:02:31Z","timestamp":1617393751000},"page":"1-6","source":"Crossref","is-referenced-by-count":30,"title":["Balancing Approaches towards ML for IDS: A Survey for the CSE-CIC IDS Dataset"],"prefix":"10.1109","author":[{"given":"Subiksha Srinivasa","family":"Gopalan","sequence":"first","affiliation":[]},{"given":"Dharshini","family":"Ravikumar","sequence":"additional","affiliation":[]},{"given":"Dino","family":"Linekar","sequence":"additional","affiliation":[]},{"given":"Ali","family":"Raza","sequence":"additional","affiliation":[]},{"given":"Maheen","family":"Hasib","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.07.011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IBIGDELFT.2018.8625318"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/app9204221"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905041"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107247"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973219"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2953451"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973219"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2007.76"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/703713"},{"key":"ref27","first-page":"176","article-title":"Classification with class imbalance problem: A review","volume":"7","author":"ali","year":"2015","journal-title":"Int J Adv Soft Co mput its Appl"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2762418"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2542049"},{"key":"ref29","year":"0","journal-title":"IDS 2018 | Datasets | Research | Canadian Institute for Cybersecurity | UNB"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s42400-019-0038-7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.05.029"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref2","year":"0","journal-title":"Introduction to Network-Based Intrusion Detection Systems | Network-Based Intrusion Detection | InformIT"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2010.25"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.04.090"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1353\/1\/012133"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-3723(19)30128-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICECCO48375.2019.9043233"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3138\/jsp.41.2.176"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2312\/eged.20191026"},{"key":"ref26","year":"0"},{"key":"ref25","first-page":"4519","article-title":"A detailed analysis of new intrusion detection dataset","volume":"97","author":"abdulraheem","year":"2019","journal-title":"J Theor Appl Inf Technol"}],"event":{"name":"2020 International Conference on Communications, Signal Processing, and their Applications (ICCSPA)","location":"Sharjah, United Arab Emirates","start":{"date-parts":[[2021,3,16]]},"end":{"date-parts":[[2021,3,18]]}},"container-title":["2020 International Conference on Communications, Signal Processing, and their Applications (ICCSPA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9385588\/9385708\/09385742.pdf?arnumber=9385742","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T18:34:15Z","timestamp":1643222055000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9385742\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,16]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/iccspa49915.2021.9385742","relation":{},"subject":[],"published":{"date-parts":[[2021,3,16]]}}}