دورية أكاديمية

Transfer Fuzzy Learning enabled Streebog Cryptographic Substitution Permutation based zero trust security in IIOT

التفاصيل البيبلوغرافية
العنوان: Transfer Fuzzy Learning enabled Streebog Cryptographic Substitution Permutation based zero trust security in IIOT
المؤلفون: Anamika Singh, Rajesh Kumar Dhanaraj, Md. Akkas Ali, Prasanalakshmi Balaji, Meshal Alharbi
المصدر: Alexandria Engineering Journal, Vol 81, Iss , Pp 449-459 (2023)
بيانات النشر: Elsevier, 2023.
سنة النشر: 2023
المجموعة: LCC:Engineering (General). Civil engineering (General)
مصطلحات موضوعية: Zero trust, Streebog Cryptographic, Substitution, Permutation, Transfer Fuzzy Learning, Engineering (General). Civil engineering (General), TA1-2040
الوصف: The advent of the fourth industrial revolution and connection with devices and sensors produced extensive arbitrary, discordant data in IIoT platforms. The IIoT platforms have experienced a sea change and their progressively difficult and acquiring intricate. As a result, devices within the network manifest part of the trusted network, therefore compromising other devices in the network. In order to, circumvent is a requirement for a simple safety mechanism between devices to derived by applying a Zerotrust principle. In this work a novel method called, Streebog Cryptographic Substitution Permutation Network-based Transfer Fuzzy Learning (SCSPN-TFL) to improve the network access time. First, device security is designed via the policy engine and policy administrator module using the SCSPN model. SCSPN is performed into IIoT to improve the secure data communication between devices. Next, the device block is sent to receiver for performing decryption and obtaining original device information by such policy and studying communication patterns between devices. Next, data security is presented via a policy enforcement module using Transfer Fuzzy Learning. The results show that the proposed method achieves better data confidentially rate as 8 %, minimal network access time as 28 %, a better data integrity rate as 9 % and a reduced false positive rate as 25 %, as compared to existing techniques.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1110-0168
العلاقة: http://www.sciencedirect.com/science/article/pii/S1110016823007779Test; https://doaj.org/toc/1110-0168Test
DOI: 10.1016/j.aej.2023.08.084
الوصول الحر: https://doaj.org/article/450d94ca2c43404695f8a93184b48568Test
رقم الانضمام: edsdoj.450d94ca2c43404695f8a93184b48568
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:11100168
DOI:10.1016/j.aej.2023.08.084