{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T00:22:25Z","timestamp":1786062145201,"version":"3.56.0"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:00:00Z","timestamp":1725494400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:00:00Z","timestamp":1725494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/501100007614","name":"Al Jouf University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007614","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Peer-to-Peer Netw. Appl."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1007\/s12083-024-01786-9","type":"journal-article","created":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T13:54:45Z","timestamp":1725544485000},"page":"3856-3882","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Integrating deep learning and metaheuristics algorithms for blockchain-based reassurance data management in the detection of malicious IoT nodes"],"prefix":"10.1007","volume":"17","author":[{"given":"Faeiz M.","family":"Alserhani","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,9,5]]},"reference":[{"key":"1786_CR1","doi-asserted-by":"publisher","first-page":"109404","DOI":"10.1016\/j.comnet.2022.109404","volume":"218","author":"Z Tu","year":"2022","unstructured":"Tu Z, Zhou H, Li K, Song H, Yang Y (2022) A Blockchain-based Trust and Reputation Model with Dynamic Evaluation Mechanism for IoT. Comput Netw 218:109404","journal-title":"Comput Netw"},{"key":"1786_CR2","doi-asserted-by":"publisher","first-page":"108190","DOI":"10.1016\/j.compeleceng.2022.108190","volume":"102","author":"J Simon","year":"2022","unstructured":"Simon J, Kapileswar N, Polasi PK, Elaveini MA (2022) Hybrid intrusion detection system for wireless IoT networks using deep learning algorithm. Comput Electr Eng 102:108190","journal-title":"Comput Electr Eng"},{"issue":"2","key":"1786_CR3","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1016\/j.ijgeop.2022.05.004","volume":"10","author":"D Wei","year":"2022","unstructured":"Wei D (2022) Gemiverse: The blockchain-based professional certification and tourism platform with its own ecosystem in the metaverse. International Journal of Geoheritage and Parks 10(2):322\u2013336","journal-title":"International Journal of Geoheritage and Parks"},{"issue":"6","key":"1786_CR4","doi-asserted-by":"publisher","first-page":"3753","DOI":"10.1007\/s10586-022-03776-z","volume":"26","author":"A Heidari","year":"2023","unstructured":"Heidari A, Jabraeil Jamali MA (2023) Internet of things intrusion detection systems: a comprehensive review and future directions. Clust Comput 26(6):3753\u20133780","journal-title":"Clust Comput"},{"key":"1786_CR5","doi-asserted-by":"crossref","unstructured":"Li S, Iqbal M, Saxena N (2022) Future industry internet of things with zero-trust security.\u00a0Inf Syst Front 1\u201314","DOI":"10.1007\/s10796-021-10199-5"},{"issue":"10","key":"1786_CR6","doi-asserted-by":"publisher","first-page":"8445","DOI":"10.1109\/JIOT.2023.3237661","volume":"10","author":"A Heidari","year":"2023","unstructured":"Heidari A, Navimipour NJ, Unal M (2023) A Secure Intrusion Detection Platform Using Blockchain and Radial Basis Function Neural Networks for Internet of Drones. In IEEE Internet of Things Journal 10(10):8445\u20138454. https:\/\/doi.org\/10.1109\/JIOT.2023.3237661","journal-title":"In IEEE Internet of Things Journal"},{"issue":"5","key":"1786_CR7","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1049\/iet-com.2019.0172","volume":"14","author":"P Nancy","year":"2020","unstructured":"Nancy P, Muthurajkumar S, Ganapathy S, Santhosh Kumar SVN, Selvi M, Arputharaj K (2020) Intrusion detection using dynamic feature selection and fuzzy temporal decision tree classification for wireless sensor networks. IET Commun 14(5):888\u2013895","journal-title":"IET Commun"},{"key":"1786_CR8","first-page":"100190","volume":"21","author":"S Latif","year":"2021","unstructured":"Latif S, Idrees Z, Ahmad J, Zheng L, Zou Z (2021) A blockchain-based architecture for secure and trustworthy operations in the industrial Internet of Things. J Ind Inf Integr 21:100190","journal-title":"J Ind Inf Integr"},{"issue":"4","key":"1786_CR9","doi-asserted-by":"publisher","first-page":"2592","DOI":"10.1109\/JIOT.2021.3088056","volume":"9","author":"S Otoum","year":"2021","unstructured":"Otoum S, Al Ridhawi I, Mouftah H (2021) Securing critical IoT infrastructures with blockchain-supported federated learning. IEEE Internet Things J 9(4):2592\u20132601","journal-title":"IEEE Internet Things J"},{"issue":"7","key":"1786_CR10","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1007\/s12243-022-00943-6","volume":"78","author":"D Paulin","year":"2023","unstructured":"Paulin D, Joud R, Hennebert C, Mo\u00ebllic PA, Franco-Rondisson T, Jayles R (2023) HistoTrust: tracing AI behavior with secure hardware and blockchain technology. Ann Telecommun 78(7):413\u2013427","journal-title":"Ann Telecommun"},{"key":"1786_CR11","doi-asserted-by":"publisher","first-page":"108331","DOI":"10.1016\/j.comnet.2021.108331","volume":"197","author":"R Fotohi","year":"2021","unstructured":"Fotohi R, Aliee FS (2021) Securing communication between things using blockchain technology based on authentication and SHA-256 to improving scalability in large-scale IoT. Comput Netw 197:108331","journal-title":"Comput Netw"},{"issue":"2","key":"1786_CR12","doi-asserted-by":"publisher","first-page":"572","DOI":"10.3390\/s22020572","volume":"22","author":"A Ali","year":"2022","unstructured":"Ali A, Almaiah MA, Hajjej F, Pasha MF, Fang OH, Khan R, Teo J, Zakarya M (2022) An industrial IoT-based blockchain-enabled secure searchable encryption approach for healthcare systems using neural network. Sensors 22(2):572","journal-title":"Sensors"},{"key":"1786_CR13","doi-asserted-by":"publisher","first-page":"109401","DOI":"10.1016\/j.comnet.2022.109401","volume":"218","author":"G Rathee","year":"2022","unstructured":"Rathee G, Kerrache CA, Calafate CT (2022) An Ambient Intelligence approach to provide secure and trusted Pub\/Sub messaging systems in IoT environments. Comput Netw 218:109401","journal-title":"Comput Netw"},{"issue":"2","key":"1786_CR14","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1016\/j.dcan.2022.11.003","volume":"9","author":"A Rahman","year":"2023","unstructured":"Rahman A, Islam MJ, Band SS, Muhammad G, Hasan K, Tiwari P (2023) Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT. Digit Commun Netw 9(2):411\u2013421","journal-title":"Digit Commun Netw"},{"key":"1786_CR15","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1016\/j.future.2019.07.030","volume":"101","author":"P Kochovski","year":"2019","unstructured":"Kochovski P, Gec S, Stankovski V, Bajec M, Drobintsev PD (2019) Trust management in a blockchain based fog computing platform with trustless smart oracles. Futur Gener Comput Syst 101:747\u2013759","journal-title":"Futur Gener Comput Syst"},{"issue":"5","key":"1786_CR16","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/MCE.2020.3040541","volume":"10","author":"B Bera","year":"2020","unstructured":"Bera B, Das AK, Obaidat MS, Vijayakumar P, Hsiao KF, Park Y (2020) AI-enabled blockchain-based access control for malicious attacks detection and mitigation in IoE. IEEE Consumer Electronics Magazine 10(5):82\u201392","journal-title":"IEEE Consumer Electronics Magazine"},{"issue":"16","key":"1786_CR17","doi-asserted-by":"publisher","first-page":"14790","DOI":"10.1109\/JIOT.2021.3064176","volume":"9","author":"SM Alrubei","year":"2021","unstructured":"Alrubei SM, Ball E, Rigelsford JM (2021) The use of blockchain to support distributed AI implementation in IoT systems. IEEE Internet Things J 9(16):14790\u201314802","journal-title":"IEEE Internet Things J"},{"issue":"9","key":"1786_CR18","doi-asserted-by":"publisher","first-page":"5460","DOI":"10.1109\/TCOMM.2020.2995371","volume":"68","author":"L Xiao","year":"2020","unstructured":"Xiao L, Ding Y, Jiang D, Huang J, Wang D, Li J, Poor HV (2020) A reinforcement learning and blockchain-based trust mechanism for edge networks. IEEE Trans Commun 68(9):5460\u20135470","journal-title":"IEEE Trans Commun"},{"issue":"5","key":"1786_CR19","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1109\/MNET.011.2000028","volume":"34","author":"S Guo","year":"2020","unstructured":"Guo S, Qi Y, Yu P, Xu S, Qi F (2020) When network operation meets blockchain: An artificial-intelligence-driven customization service for trusted virtual resources of IoT. IEEE Network 34(5):46\u201353","journal-title":"IEEE Network"},{"key":"1786_CR20","doi-asserted-by":"crossref","unstructured":"Puri V, Kataria A, Sharma V (2024) Artificial intelligence\u2010powered decentralized framework for internet of things in healthcare 4.0.\u00a0Trans Emerg Telecommun Technol 35(4):e4245","DOI":"10.1002\/ett.4245"},{"key":"1786_CR21","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1007\/s11518-021-5496-2","volume":"30","author":"A Raza","year":"2021","unstructured":"Raza A, Hardy L, Roehrer E, Yeom S, Kang BH (2021) GPSPiChain-Blockchain and AI based self-contained anomaly detection family security system in smart home. J Syst Sci Syst Eng 30:433\u2013449","journal-title":"J Syst Sci Syst Eng"},{"issue":"1","key":"1786_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13638-022-02094-7","volume":"2022","author":"W Lv","year":"2022","unstructured":"Lv W, Qiu X, Meng L (2022) Blockchain localization spoofing detection based on fuzzy AHP in IoT systems. EURASIP J Wirel Commun Netw 2022(1):1\u201319","journal-title":"EURASIP J Wirel Commun Netw"},{"key":"1786_CR23","doi-asserted-by":"publisher","first-page":"15644","DOI":"10.1109\/ACCESS.2022.3149046","volume":"10","author":"Z Zulkifl","year":"2022","unstructured":"Zulkifl Z, Khan F, Tahir S, Afzal M, Iqbal W, Rehman A, Saeed S, Almuhaideb AM (2022) FBASHI: Fuzzy and Blockchain-Based Adaptive Security for Healthcare IoTs. IEEE Access 10:15644\u201315656","journal-title":"IEEE Access"},{"key":"1786_CR24","doi-asserted-by":"publisher","first-page":"102749","DOI":"10.1016\/j.jisa.2021.102749","volume":"58","author":"BD Deebak","year":"2021","unstructured":"Deebak BD, Fadi AT (2021) Privacy-preserving in smart contracts using blockchain and artificial intelligence for cyber risk measurements. Journal of Information Security and Applications 58:102749","journal-title":"Journal of Information Security and Applications"},{"key":"1786_CR25","doi-asserted-by":"publisher","first-page":"105669","DOI":"10.1016\/j.engappai.2022.105669","volume":"118","author":"O Habibi","year":"2023","unstructured":"Habibi O, Chemmakha M, Lazaar M (2023) Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection. Eng Appl Artif Intell 118:105669","journal-title":"Eng Appl Artif Intell"},{"key":"1786_CR26","doi-asserted-by":"publisher","first-page":"103801","DOI":"10.1016\/j.compind.2022.103801","volume":"144","author":"A Yazdinejad","year":"2023","unstructured":"Yazdinejad A, Dehghantanha A, Parizi RM, Srivastava G, Karimipour H (2023) Secure intelligent fuzzy blockchain framework: Effective threat detection in iot networks. Comput Ind 144:103801","journal-title":"Comput Ind"},{"key":"1786_CR27","doi-asserted-by":"publisher","unstructured":"Namakshenas D, Yazdinejad A, Dehghantanha A, Srivastava G\u00a0(2024) Federated quantum-based privacy-preserving threat detection model for consumer internet of things. In: IEEE transactions on consumer electronics. https:\/\/doi.org\/10.1109\/TCE.2024.3377550","DOI":"10.1109\/TCE.2024.3377550"},{"issue":"9","key":"1786_CR28","doi-asserted-by":"publisher","first-page":"2073","DOI":"10.3390\/math11092073","volume":"11","author":"A Kiran","year":"2023","unstructured":"Kiran A, Mathivanan P, Mahdal M, Sairam K, Chauhan D, Talasila V (2023) Enhancing data security in IoT networks with blockchain-based management and adaptive clustering techniques. Mathematics 11(9):2073","journal-title":"Mathematics"},{"issue":"3","key":"1786_CR29","doi-asserted-by":"publisher","first-page":"1570","DOI":"10.3390\/s23031570","volume":"23","author":"AA Maftei","year":"2023","unstructured":"Maftei AA, Lavric A, Petrariu AI, Popa V (2023) Massive data storage solution for IoT devices using blockchain technologies. Sensors 23(3):1570","journal-title":"Sensors"},{"issue":"1","key":"1786_CR30","doi-asserted-by":"publisher","first-page":"7841","DOI":"10.1038\/s41598-024-58578-7","volume":"14","author":"EU Haque","year":"2024","unstructured":"Haque EU, Shah A, Iqbal J, Ullah SS, Alroobaea R, Hussain S (2024) A scalable blockchain based framework for efficient IoT data management using lightweight consensus. Sci Rep 14(1):7841","journal-title":"Sci Rep"},{"key":"1786_CR31","doi-asserted-by":"publisher","first-page":"153","DOI":"10.4018\/979-8-3693-1214-8.ch008","volume-title":"Emerging Technologies for Health Literacy and Medical Practice","author":"MU Tariq","year":"2024","unstructured":"Tariq MU (2024) Revolutionizing health data management with blockchain technology: Enhancing security and efficiency in a digital era. Emerging Technologies for Health Literacy and Medical Practice. IGI Global, pp 153\u2013175"},{"issue":"1","key":"1786_CR32","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/s00779-021-01583-8","volume":"28","author":"A Abbas","year":"2024","unstructured":"Abbas A, Alroobaea R, Krichen M, Rubaiee S, Vimal S, Almansour FM (2024) Blockchain-assisted secured data management framework for health information analysis based on Internet of Medical Things. Pers Ubiquit Comput 28(1):59\u201372","journal-title":"Pers Ubiquit Comput"},{"key":"1786_CR33","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1109\/NICS54270.2021.9701567","volume-title":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","author":"W Alexan","year":"2021","unstructured":"Alexan W, Ashraf A, Mamdouh E, Mohamed S, Moustafa M (2021) Iomt security: Sha3\u2013512, aes-256, rsa and lsb steganography. 2021 8th NAFOSTED Conference on Information and Computer Science (NICS). IEEE, pp 177\u2013181"},{"key":"1786_CR34","doi-asserted-by":"crossref","unstructured":"Sihotang HT, Efendi S, Zamzami EM, Mawengkang H (2020) Design and implementation of Rivest Shamir Adleman\u2019s (RSA) cryptography algorithm in text file data security. In Journal of Physics: Conference Series, vol. 1641, no. 1, p. 012042. IOP Publishing","DOI":"10.1088\/1742-6596\/1641\/1\/012042"},{"key":"1786_CR35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3403089","volume-title":"Adaptive Tasmanian Devil Optimizer for Global Optimization and Application in Wireless Sensor Network Deployment","author":"W Wang","year":"2024","unstructured":"Wang W, Lyu L (2024) Adaptive Tasmanian Devil Optimizer for Global Optimization and Application in Wireless Sensor Network Deployment. IEEE Access"},{"key":"1786_CR36","doi-asserted-by":"publisher","unstructured":"Karmani M, Benhadjyoussef N, Hamdi B, Machhout M (2021) The SHA3-512 cryptographic hash algorithm: analysis and implementation on the Leon3 processor.\u00a0Int J Eng Trends Technol 69(6):71\u201378. https:\/\/doi.org\/10.14445\/22315381\/IJETT-V69I6P210","DOI":"10.14445\/22315381\/IJETT-V69I6P210"},{"key":"1786_CR37","doi-asserted-by":"publisher","first-page":"100142","DOI":"10.1016\/j.dajour.2022.100142","volume":"5","author":"M Vishwakarma","year":"2022","unstructured":"Vishwakarma M, Kesswani N (2022) DIDS: A Deep Neural Network based real-time Intrusion detection system for IoT. Decision Analytics Journal 5:100142","journal-title":"Decision Analytics Journal"},{"issue":"6","key":"1786_CR38","doi-asserted-by":"publisher","first-page":"6979","DOI":"10.1007\/s11063-023-11247-8","volume":"55","author":"A Samadzadeh","year":"2023","unstructured":"Samadzadeh A, Far FST, Javadi A, Nickabadi A, Chehreghani MH (2023) Convolutional spiking neural networks for spatio-temporal feature extraction. Neural Process Lett 55(6):6979\u20136995","journal-title":"Neural Process Lett"},{"key":"1786_CR39","doi-asserted-by":"publisher","first-page":"1531","DOI":"10.1007\/s10489-020-01893-z","volume":"51","author":"FA Hashim","year":"2021","unstructured":"Hashim FA, Hussain K, Houssein EH, Mabrouk MS, Al-Atabany W (2021) Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems. Appl Intell 51:1531\u20131551","journal-title":"Appl Intell"},{"key":"1786_CR40","unstructured":"The NF-UQ-NIDS Dataset, Available at https:\/\/www.kaggle.com\/datasets\/dhoogla\/nfuqnids"},{"key":"1786_CR41","doi-asserted-by":"publisher","unstructured":"Vishwakarma M, Kesswani N\u00a0(2023) A transfer learning based Intrusion detection system for internet of things. https:\/\/doi.org\/10.21203\/rs.3.rs-2930837\/v1","DOI":"10.21203\/rs.3.rs-2930837\/v1"},{"key":"1786_CR42","doi-asserted-by":"crossref","unstructured":"Sarhan M, Layeghy S, Portmann M (2022) Towards a standard feature set for network intrusion detection system datasets. Mobile Networks Appl\u00a01\u201314","DOI":"10.1007\/s11036-021-01843-0"}],"container-title":["Peer-to-Peer Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-024-01786-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12083-024-01786-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-024-01786-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T15:29:51Z","timestamp":1731425391000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12083-024-01786-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,5]]},"references-count":42,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,11]]}},"alternative-id":["1786"],"URL":"https:\/\/doi.org\/10.1007\/s12083-024-01786-9","relation":{},"ISSN":["1936-6442","1936-6450"],"issn-type":[{"value":"1936-6442","type":"print"},{"value":"1936-6450","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,5]]},"assertion":[{"value":"29 February 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 August 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 September 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not Applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of interest"}},{"value":"Yes, all authors agreed to publish the paper.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to publish"}}]}}