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An authentication and plausibility model for big data analytic under LOS and NLOS conditions in 5G-VANET

Science China(Information Sciences) 2020年第12期63卷 67-83页

作者： S.A.SOLEYMANI M.H.ANISI A.Hanan ABDULLAH M.Asri NGADI Sh.GOUDARZI M.Khurram KHAN M.Nazri KAMA School of Computing Faculty of Engineering Universiti Teknologi Malaysia (UTM) School of Computer Science and Electronic Engineering University of Essex Centre of Artificial Intelligence National University of Malaysia (UKM) Center of Excellence in Information Assurance (CoEIA) King Saud University Advanced Informatics School Menara Razak Universiti Teknologi Malaysia (UTM)

The exchange of correct and reliable data among legitimate nodes is one of the most important challenges in vehicular ad hoc networks(VANETs). Malicious nodes and obstacles, by generating inaccurate information, have a negative impact on the security of 5G-VANET. The big data generated in the vehicular network is also an issue in the security of VANET. To this end, a security model based on authentication and plausibility is proposed to improve the safety of network named ‘AFPM’. In the first layer, an authentication mechanism using edge nodes along with 5G is proposed to deal with the illegitimate nodes who enter the network and broadcast wrong information. In the authentication mechanism, because of the growth of the connected vehicles to the edge nodes that lead to generating big data and hence the inappropriateness of the traditional data structures, cuckoo filter, as a space-efficient probabilistic data structure, is used. In the second layer, a plausibility model by performing fuzzy logic is presented to cope with inaccurate information. The plausibility model is based on detection of inconsistent data involved in the event message. The plausibility model not only tackles with inaccurate, incomplete, and inaccuracy data but also deals with misbehaviour nodes under both line-of-sight(LOS) and non-line-of-sight(NLOS) conditions. All obtained results are validated through well-known evaluation measures such as F-measure and communication overhead. The results presented in this paper demonstrate that the proposed security model possesses a better performance in comparison with the existing studies.

关键词： authentication plausibility fuzzy logic cuckoo filter 5G-VANET big data

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On the Seismic Jerk

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Journal of Geological Resource and Engineering 2017年第4期5卷 147-168页

作者： Ramiro Sofronie Independent Technical Expert Bucharest 030823 Romania

The paper deals with the mathematical concept of jerk created in 1825 by Carl Jacobi and introduced in 1936, forapplications purposes in dynamics by Aurel A. Beles. Extended in seismic engineering that phenomenon of dynamic amplification isbased on the first law of conservation in Mechanics combined with the theory of dislocations developed by Lev Landau. Finally, thetwo study cases presented in the paper recommend this simply analysis method for advanced practical cases with any degree ofaccuracy as well as in solving some plausibility inquire as requested by ISO 13822：2010.

关键词： Dislocation earthquake plausibility shear stress concentration.

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On the Seismic Resilience

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Journal of Geological Resource and Engineering 2019年第4期7卷 132-139页

作者： Ramiro Sofronie Independent Technical Expert Bucharest 030823Romania

The paper deals with the self-defending capacity of buildings and structures against earthquakes. The idea of this conceptcomes from Hooke’s Law of elasticity published in 1678. The original deterministic concept was converted, with the aid of reliabilityanalysis, into a probalistic form. In this way seismic resilience covers a larger field of random phenomena and becomes directlyinvolved in more engineering applications.

关键词： Complementarity confidence durability elasticity jerk plausibility reliability

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