{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T18:29:54Z","timestamp":1778783394322,"version":"3.51.4"},"reference-count":39,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2024,11,15]],"date-time":"2024-11-15T00:00:00Z","timestamp":1731628800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of High Speed Networks"],"published-print":{"date-parts":[[2025,2]]},"abstract":"<jats:p>The Internet of Things (IoT) is developing so quickly that cloud-centric computing finds it challenging to keep up with the demands of usability and low latency. Edge computing unifies computing, networking, storage and applications into a distributed open system. At the edge of the IoT, it provides intelligent services. The edge network is made up of several wired and wireless networks, and edge nodes have constrained amounts of memory and processing power. The edge network is vulnerable to several types of cyberattacks because of these factors. Large-scale network data gathering and detection for IoT security is also challenging for an IoT edge node to provide. Data analytics for intrusion detection guarantees high accuracy of intrusion detection systems (IDSs), but the implementation of such algorithms on IoT might be a challenge due to the limited resources on edge nodes. Inspired in part by these challenges, we suggest a sophisticated IDS based on a generative adversarial network (GAN). This article suggests a novel method for detecting intrusions in the IoTs networks that make use of Colony Predator Algorithm (CPA) for optimization of the detection process. Through the use of GANs to create real-looking data samples, the suggested technique helps to have reliable anomaly and intrusion detection. The integration improves the training process, making it more efficient and enabling the CPA system to better differentiate between benign and malicious activities, which exponentially raises the system's efficiency.<\/jats:p>","DOI":"10.1177\/09266801241289769","type":"journal-article","created":{"date-parts":[[2024,11,15]],"date-time":"2024-11-15T05:22:22Z","timestamp":1731648142000},"page":"3-27","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["An innovative framework to securely transfer data through the Internet of Things using advanced generative adversarial networks"],"prefix":"10.1177","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3185-8806","authenticated-orcid":false,"given":"Akram","family":"Bennour","sequence":"first","affiliation":[{"name":"Laboratory of Mathematics, Informatics and Systems (LAMIS), Echahid Cheikh Larbi Tebessi University, Tebessa, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Elhoseny","sequence":"additional","affiliation":[{"name":"Sharjah University, Sharjah, UAE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bala Dhandayuthapani","family":"Veerasamy","sequence":"additional","affiliation":[{"name":"Department of IT, College of Computing and Information Sciences, University of Technology and Applied Sciences, Shinas Campus, Oman"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruby","family":"Bhatt","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Medi-Caps University, Indore, Madhya Pradesh, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amit","family":"Agrawal","sequence":"additional","affiliation":[{"name":"SDI Group, Hyderabad, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3715-3882","authenticated-orcid":false,"given":"Piyush Kumar","family":"Shukla","sequence":"additional","affiliation":[{"name":"Department of Computer Science & Engineering, University Institute of Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya (Technological University of Madhya Pradesh), Bhopal, Madhya Pradesh, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fahad","family":"Ghabband","sequence":"additional","affiliation":[{"name":"College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2024,11,15]]},"reference":[{"key":"bibr1-09266801241289769","first-page":"3569","volume":"34","author":"Sunhare P","year":"2022","journal-title":"J King Saud Univ Comput Inf Sci"},{"key":"bibr2-09266801241289769","first-page":"100004","volume":"1","author":"Aggarwal A","year":"2021","journal-title":"Int J Inf Manage Data Insights"},{"key":"bibr3-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1145\/3446374"},{"key":"bibr4-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1016\/j.net.2020.05.012"},{"key":"bibr5-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2023.100504"},{"key":"bibr6-09266801241289769","doi-asserted-by":"publisher","DOI":"10.3390\/s22103744"},{"key":"bibr7-09266801241289769","doi-asserted-by":"publisher","DOI":"10.30574\/ijsra.2024.11.1.0287"},{"key":"bibr8-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2997475"},{"key":"bibr9-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/ETSecIoT50046.2020.00009"},{"key":"bibr10-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2023.103637"},{"key":"bibr11-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69698-6_2"},{"key":"bibr12-09266801241289769","doi-asserted-by":"publisher","DOI":"10.3390\/en15020452"},{"key":"bibr13-09266801241289769","doi-asserted-by":"publisher","DOI":"10.3390\/app11104580"},{"key":"bibr14-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1007\/s42235-021-0050-y"},{"key":"bibr15-09266801241289769","doi-asserted-by":"publisher","DOI":"10.3390\/s24041148"},{"key":"bibr16-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2996214"},{"key":"bibr17-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS-IoT58021.2023.00042"},{"key":"bibr18-09266801241289769","doi-asserted-by":"crossref","unstructured":"Tabassum A, Lebda W. Security framework for iot devices against cyber-attacks. arXiv preprint arXiv:1912.01712 2019: 1\u201318.","DOI":"10.5121\/csit.2019.91321"},{"key":"bibr19-09266801241289769","doi-asserted-by":"crossref","unstructured":"Charaan RD, Aaron James S, Arul Kumar D, et\u00a0al. Enhanced IoT based approach to provide secured system. In:\n                      2022 International Conference on Inventive Computation Technologies (ICICT)\n                      , pp.962\u2013966. IEEE, 2022.","DOI":"10.1109\/ICICT54344.2022.9850632"},{"key":"bibr20-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1007\/978-81-322-2752-6_49"},{"key":"bibr21-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/ISNCC52172.2021.9615841"},{"key":"bibr22-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3256277"},{"key":"bibr23-09266801241289769","doi-asserted-by":"crossref","first-page":"1156","DOI":"10.21817\/indjcse\/2022\/v13i4\/221304059","volume":"13","author":"Saranya VS","year":"2022","journal-title":"Indian Journal of Computer Science and Engineering"},{"key":"bibr24-09266801241289769","volume":"4","author":"Olakanmi OO","year":"2021","journal-title":"Secur Privacy"},{"key":"bibr25-09266801241289769","volume":"33","author":"Sugitha G","year":"2022","journal-title":"Trans Emerg Telecommun Technol"},{"key":"bibr26-09266801241289769","first-page":"2527","volume":"6948","author":"Anushiya R","year":"2021","journal-title":"ICTACT J Commun Technol"},{"key":"bibr27-09266801241289769","doi-asserted-by":"publisher","DOI":"10.4108\/eai.24-3-2022.2318924"},{"key":"bibr28-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/EASCT59475.2023.10393440"},{"key":"bibr29-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2871719"},{"key":"bibr30-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3063538"},{"key":"bibr31-09266801241289769","doi-asserted-by":"crossref","unstructured":"Yu T.\n                      Securing internet-of-things via fine-grained network detection and prevention\n                      . PhD dissertation, Carnegie Mellon University, 2021. George, Gemini, and Sabu M. Thampi. Combinatorial analysis for securing IoT-assisted industry 4.0 applications from vulnerability-based attacks.\n                      IEEE Transactions on Industrial Informatics\n                      2020; 18(1): 3\u201315.","DOI":"10.1109\/TII.2020.3045393"},{"key":"bibr32-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3045393"},{"key":"bibr33-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9014102"},{"key":"bibr34-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC48107.2020.9148135"},{"key":"bibr35-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-020-04476-9"},{"key":"bibr36-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685361"},{"key":"bibr37-09266801241289769","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom54372.2022.9858239"},{"key":"bibr38-09266801241289769","doi-asserted-by":"crossref","unstructured":"Hoang T-M, Pham T-A, Do V-V, et\u00a0al. A slightweight DNN-based ids for detecting IoT cyberattacks in edge computing\n                      \n                      . In:\n                      2022 International Conference on Advanced Technologies for Communications (ATC)\n                      , pp.136\u2013140. IEEE, 2022.","DOI":"10.1109\/ATC55345.2022.9943049"},{"key":"bibr39-09266801241289769","doi-asserted-by":"crossref","unstructured":"Shen T, Ding L, Sun J, et\u00a0al. Edge computing for IoT security: Integrating machine learning with key agreement. In:\n                      2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)\n                      , pp.474\u2013483. IEEE, 2023.","DOI":"10.1109\/ICCECE58074.2023.10135211"}],"container-title":["Journal of High Speed Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/09266801241289769","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/09266801241289769","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/09266801241289769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T08:44:42Z","timestamp":1777452282000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/09266801241289769"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,15]]},"references-count":39,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,2]]}},"alternative-id":["10.1177\/09266801241289769"],"URL":"https:\/\/doi.org\/10.1177\/09266801241289769","relation":{},"ISSN":["0926-6801","1875-8940"],"issn-type":[{"value":"0926-6801","type":"print"},{"value":"1875-8940","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,15]]}}}