{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T23:50:21Z","timestamp":1781394621619,"version":"3.54.1"},"reference-count":100,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3353055","type":"journal-article","created":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T18:24:04Z","timestamp":1704997444000},"page":"8846-8874","source":"Crossref","is-referenced-by-count":81,"title":["Building a Cloud-IDS by Hybrid Bio-Inspired Feature Selection Algorithms Along With Random Forest Model"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1446-5127","authenticated-orcid":false,"given":"Mhamad","family":"Bakro","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, C. V. Raman Global University, Odisha, Bhubaneswar, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rakesh Ranjan","family":"Kumar","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, C. V. Raman Global University, Odisha, Bhubaneswar, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad","family":"Husain","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7122-2856","authenticated-orcid":false,"given":"Zubair","family":"Ashraf","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering and Applications, GLA University, Mathura, Uttar Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arshad","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8316-4892","authenticated-orcid":false,"given":"Syed Irfan","family":"Yaqoob","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Applications, Dr. Vishwanath Karad MIT World Peace University, Pune, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1602-0770","authenticated-orcid":false,"given":"Mohammad Nadeem","family":"Ahmed","sequence":"additional","affiliation":[{"name":"Department of Computer Science, King Khalid University, Abha, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikhat","family":"Parveen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Guntur, Andhra Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2019485"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2021.1889037"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106557"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-0695-3_35"},{"key":"ref5","volume-title":"Cyber Security Market Share, Forecast | Growth Analysis [2030]","year":"2023"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02968-1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-9260-4_6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-021-00410-1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116545"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/09540091.2021.2024509"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02205-9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-03077-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04218-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s41650-017-0033-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108708"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s41315-022-00224-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107132"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.02.011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-020-03229-5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-02271-w"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-022-09609-x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-021-03516-9"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107852"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107894"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-020-01623-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-022-01059-4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.107764"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.107876"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2022.02.013"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-021-01838-x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.01.022"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3123791"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2019.05.016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3289405"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/app13127002"},{"key":"ref36","volume-title":"The UNSW-NB15 Dataset | UNSW Research","year":"2023"},{"key":"ref37","volume-title":"DDoS 2019 | Datasets | Research | Canadian Institute for Cybersecurity | UNB","year":"2019"},{"key":"ref38","volume-title":"CIC-Bell-DNS-EXF 2021 | Datasets | Research | Canadian Institute for Cybersecurity | UNB","year":"2023"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2895334"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/sym12061046"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107183"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ccst.2019.8888419"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114520"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.micpro.2022.104571"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108498"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-023-00723-w"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102818"},{"key":"ref49","article-title":"Towards a better labeling process for network security datasets","author":"Garcia","year":"2023","journal-title":"arXiv:2305.01337"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3507509.3507520"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2017915495"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2023.104989"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106191"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3067597"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02555-7"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-021-03254-y"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-021-00231-9"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3048198"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3004312"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973730"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCES45898.2019.9002221"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4150"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-019-03008-x"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-020-03222-y"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1080\/19393555.2015.1125974"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.03.012"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2017.8190421"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2017.8001537"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ISEASP.2017.7976995"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2715166"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-017-1085-y"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2875045"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.02.028"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16660-1_7"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-1813-9_28"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99807-7_20"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.3390\/en12071223"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2899721"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3390\/s19112528"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2928048"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107183"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2019.101681"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101752"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2019.12.008"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00379-6"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4014"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.102164"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3054688"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.03.024"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-023-00661-7"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2020.106738"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2992044"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.3390\/s20205845"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-73280-6_31"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102748"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109269"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2022.102544"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102725"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.micpro.2021.104412"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.5220\/0011853300003482"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10388239.pdf?arnumber=10388239","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,23]],"date-time":"2024-01-23T17:02:06Z","timestamp":1706029326000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10388239\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":100,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3353055","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}