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In order to tackle these problems, a secure routing protocol for WSNs named Asymmetric Quantization Boolean Encryption Growth Network with Leopard Seal Routing Protocol (AQBEGNet-LSRP) has been suggested. In order to cluster sensor nodes, this model uses the Growth Optimizer (GO) technique, choosing the Cluster Head (CH) according to node similarity. A Deep Progressive Asymmetric Quantization Neural Network (DPAQNNet) is used for data aggregation, and Boolean Network Encryption with Asynchronous Updating Algorithm (BNEAUA) protects data during transmission and thwarts attacks. For encrypted data transit, the best routes are then chosen by the upgraded Leopard Seal Routing Protocol (LSRP). With its remarkable performance characteristics, which include a 110 Kbps throughput, an 80% network lifetime, and a low latency of 0.02[Formula: see text]ms, in addition to its 99% Packet Delivery Ratio (PDR) and 99% network security, the suggested model is a dependable and effective method for transmitting secure data. <\/jats:p>","DOI":"10.1142\/s179396232550028x","type":"journal-article","created":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T03:31:02Z","timestamp":1740799862000},"source":"Crossref","is-referenced-by-count":0,"title":["An enhanced asymmetric quantization Boolean encryption for secure routing in wireless sensor networks"],"prefix":"10.1142","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1790-9870","authenticated-orcid":false,"given":"M.","family":"Sudha","sequence":"first","affiliation":[{"name":"Department of Electronics and Communication Engineering, SNS College of Engineering, Coimbatore 641107, Tamil Nadu, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-4390-2145","authenticated-orcid":false,"given":"M.","family":"Saravanakumar","sequence":"additional","affiliation":[{"name":"Artificial Intelligence & Data Science, Nehru Institute of Engineering and Technology, Coimbatore 641105, Tamil Nadu, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6944-4775","authenticated-orcid":false,"given":"Pradeep","family":"Jangir","sequence":"additional","affiliation":[{"name":"University Centre for Research and Development, Chandigarh University, Gharuan, Mohali 140413, India"},{"name":"Jadara University Research Center, Jadara University, Irbid, Jordan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2349-3701","authenticated-orcid":false,"given":"Elangovan","family":"Muniyandy","sequence":"additional","affiliation":[{"name":"Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai 602105, Tamil Nadu, India"},{"name":"Applied Science Research Center, Applied Science Private University, Amman, Jordan"}]}],"member":"219","published-online":{"date-parts":[[2025,3,28]]},"reference":[{"key":"S179396232550028XBIB001","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3418995"},{"key":"S179396232550028XBIB002","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3247007"},{"key":"S179396232550028XBIB003","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-08752-1"},{"key":"S179396232550028XBIB004","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2023.102356"},{"key":"S179396232550028XBIB005","doi-asserted-by":"publisher","DOI":"10.3390\/s23125728"},{"key":"S179396232550028XBIB006","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12041011"},{"key":"S179396232550028XBIB007","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300586"},{"key":"S179396232550028XBIB008","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3311854"},{"key":"S179396232550028XBIB009","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2023.100910"},{"key":"S179396232550028XBIB010","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2022.103556"},{"key":"S179396232550028XBIB011","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2022.103041"},{"key":"S179396232550028XBIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2024.103841"},{"key":"S179396232550028XBIB013","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2022.101866"},{"issue":"1","key":"S179396232550028XBIB014","first-page":"1","volume":"3","author":"Modh A.","year":"2015","journal-title":"J. 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