Top

Neural Computing and Applications

Published in:

29-03-2019 | Advances in Parallel and Distributed Computing for Neural Computing

Trust-based security routing mechanism in mobile social networks

Authors: Shuang Yang, Xingwei Wang, Shuang Zhang, Bo Yi, Min Huang

Published in: Neural Computing and Applications | Issue 10/2020

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Malicious and selfish behaviors represent a serious security threat against routing in mobile social networks (MSN). Due to MSN’s unique network characteristics, such as sociability, mobility and diversity, it is a challenge to design a misbehavior detection scheme in MSN. To improve the security in MSN routing, a trust-based security routing mechanism is presented in this paper, i.e., a malicious behavior detection mechanism with identity verification scheme. The main idea is to introduce the behavior trust and the identity trust to guide the routing. Firstly, we judge a node’s behavior based on both comprehensive trust and social relationship strength. And then, we forward messages according to the different measurement within and outside the friend groups. We also propose a distributed key management scheme which can issue, verify or revoke certificates based on the evaluation of the social relationship strength. We further improve the efficiency of the proposed mechanism by verifying the identity trust of the node. The simulation results indicate that the proposed routing mechanism can lower the impact of malicious behavior of nodes effectively and it has greater security performance than some classical routing algorithms do.

previous article Multifractal detrended fluctuation analysis parallel optimization strategy based on openMP for image processing

next article Parallel multi-view concept clustering in distributed computing

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Persia F, Daniela D (2017) A survey of online social networks: challenges and opportunities. In: IEEE international conference on information reuse and integration, pp 614–620. https://doi.org/10.1109/iri.2017.74

Hu X, Chu THS, Leung VCM, Ngai CH, Kruchten P, Chan HCB (2015) A survey on mobile social networks: applications, platforms, system architectures, and future research directions. IEEE Commun Surv Tutor 17(3):1557–1581. https://doi.org/10.1109/COMST.2014.2371813 CrossRef

Lakshmi VRV, Gireesh KT (2017) Mobile social networks: architecture, privacy, security issues and solutions. J Commun. 12(9):524–531. https://doi.org/10.12720/jcm.12.9.524-531 CrossRef

Qiu T, Chen B, Sangaiah AK, Ma J, Huang R (2017) A survey of mobile social networks: applications, social characteristics, and challenges. IEEE Syst J. https://doi.org/10.1109/jsyst.2017.2764479 CrossRef

Kawecki M, Schoeneich RO (2016) Mobility-based routing algorithm in delay tolerant networks. Eurasip J Wirel Commun Netw 2016(1):1–9. https://doi.org/10.1186/s13638-016-0578-4 CrossRef

Penurkar MR, Deshpande UA (2016) Max-Util: a utility-based routing algorithm for a vehicular delay tolerant network using historical information. In: Proceedings of 3rd international conference on advanced computing, networking and informatics, Springer, India, pp 587–598. https://doi.org/10.1007/978-81-322-2529-4_61

Liang H, Chen Z, Wu J, Guan P (2017) ETSW: an encounter history tree based routing protocol in opportunistic networks. In: National conference of theoretical computer science, Springer, Singapore, pp 46–59. https://doi.org/10.1007/978-981-10-6893-5_4

Mei A, Morabito G, Santi P, Stefa J (2015) Social-aware stateless routing in pocket switched networks. IEEE Trans Parallel Distrib Syst 26(1):252–261. https://doi.org/10.1109/TPDS.2014.2307857 CrossRef

Kim SK, Lee J, Yang SB (2016) A social overlay-based forwarding scheme for mobile social networks. Wirel Netw 22(7):2439–2451. https://doi.org/10.1007/s11276-015-1162-2 CrossRef

10.

Halikul L, Mohamad A (2018) EpSoc: social-based epidemic-based routing protocol in opportunistic mobile social network. In: Mobile Information Systems, pp 1–8. https://doi.org/10.1155/2018/6462826

11.

Kim S, Gerla M (2016) Socio-geo: social network routing protocol in delay tolerant networks. In: International conference on computing, pp 1–6. https://doi.org/10.1109/iccnc.2016.7923427

12.

Lv J, Wang X, Huang M, Shi J, Li K, Li J (2017) RISC: iCN routing mechanism incorporating SDN and community division. Comput Netw 123:88–103. https://doi.org/10.1016/j.comnet.2017.05.010 CrossRef

13.

Lu F, Li J, Zhang X, Jiang S, Wang F (2017) Weighted community graph–based social routing in delay-tolerant networks. Int J Distrib Sens Netw 13(12):1–18. https://doi.org/10.1177/1550147717749729 CrossRef

14.

Jing T, Liu Y, Huo Y, Wen Y (2017) Home-based multi-copy routing in mobile social networks. In: International conference on mobile ad-hoc and sensor networks, pp 284–289. https://doi.org/10.1109/msn.2016.052

15.

Guo H, Wang X, Cheng H, Huang M (2016) A routing defense mechanism using evolutionary game theory for delay tolerant networks. Appl Soft Comput 38:469–476. https://doi.org/10.1016/j.asoc.2015.10.019 CrossRef

16.

Guan J, Wei Z, You I (2018) GRBC-based network security functions placement scheme in SDS for 5G security. J Netw Comput Appl 114:48–56. https://doi.org/10.1016/j.jnca.2018.03.013 CrossRef

17.

Kim SK, Yoon JH, Lee J, Jang GY, Yang SB (2015) A cooperative forwarding scheme for social preference-based selfishness in mobile social networks. Wirel Netw 22(2):1–16. https://doi.org/10.1007/s11276-015-0984-2 CrossRef

18.

Yao L, Man Y, Huang Z, Deng J, Wang X (2016) Secure routing based on social similarity in opportunistic networks. IEEE Trans Wirel Commun 15(1):594–605. https://doi.org/10.1109/TWC.2015.2476466 CrossRef

19.

Guo H, Wang X, Cheng H, Huang M (2017) A location aided controlled spraying routing algorithm for delay tolerant networks. Ad Hoc Netw 66:16–25. https://doi.org/10.1016/j.adhoc.2017.08.005 CrossRef

20.

Memarmoshrefi P, Seibel R, Hogrefe D (2016) Autonomous ant-based public key authentication mechanism for mobile ad hoc networks. Mobile Netw Appl 21(1):149–160. https://doi.org/10.1007/s11036-016-0703-y CrossRef

21.

Feng W, Yan Z, Xie H (2017) Anonymous authentication on trust in pervasive social networking based on group signature. IEEE Access 5:6236–6246. https://doi.org/10.1109/ACCESS.2017.2679980 CrossRef

22.

Wang R, Wang X, Hao F, Zhang L, Liu S, Wang L et al (2018) Social identity–aware opportunistic routing in mobile social networks. Trans Emerg Telecommun Technol 8:1–17. https://doi.org/10.1002/ett.3297 CrossRef

23.

Axel N, Leandro N, Cerdà-Alabern L (2018) Enabling individually entrusted routing security for open and decentralized community networks. Ad Hoc Netw 79:20–42. https://doi.org/10.1016/j.adhoc.2018.06.014 CrossRef

24.

Sánchez-Carmona A, Robles S, Borrego C (2016) PrivHab + : a secure geographic routing protocol for DTN. Comput Commun 78:56–73. https://doi.org/10.1016/j.comcom.2015.10.002 CrossRef

25.

Chen J, Li K, Bilal K et al (2018) A bi-layered parallel training architecture for large-scale convolutional neural networks. In: IEEE transactions on parallel and distributed systems, pp 1–12. https://doi.org/10.1109/tpds.2018.2877359

26.

Chen Y, Li K, Yang W et al (2018) Performance-aware model for sparse matrix-matrix multiplication on the Sunway TaihuLight Supercomputer. In: IEEE transactions on parallel and distributed systems, pp 1–15. https://doi.org/10.1109/tpds.2018.2871189

27.

Chen J, Li K, Tang Z et al (2017) A parallel random forest algorithm for big data in a spark cloud computing environment. IEEE Trans Parallel Distrib Syst 28(4):919–933. https://doi.org/10.1109/TPDS.2016.2603511 CrossRef

28.

Chen J, Li K, Bilal K et al (2018) Parallel protein community detection in large-scale PPI networks based on multi-source learning. In: IEEE/ACM transactions on computational biology and bioinformatics, pp 1–12. https://doi.org/10.1109/tcbb.2018.2868088

29.

Qiu T, Chen N, Li K et al (2017) Heterogeneous ad hoc networks: architectures, advances and challenges. Ad Hoc Netw 55:143–152. https://doi.org/10.1016/j.adhoc.2016.11.001 CrossRef

30.

Shi J, Wang X, Huang M, Li K, Das SK (2017) Social-based routing scheme for fixed-line VANET. Comput Netw Int J Comput Telecommun Netw 113:230–243. https://doi.org/10.1016/j.comnet.2016.12.016 CrossRef

31.

Batabyal S, Bhaumik P (2015) Analysing social behaviour and message dissemination in human based delay tolerant network. Wirel Netw 21(2):513–529. https://doi.org/10.1007/s11276-014-0790-2 CrossRef

32.

Moreira W, Mendes P, Sargento S (2012) Opportunistic routing based on daily routines. In: World of wireless, mobile and multimedia networks, pp 1–6. https://doi.org/10.1109/wowmom.2012.6263749

33.

Xu Q, Su Z, Zhang K, Ren P, Shen XS (2017) Epidemic information dissemination in mobile social networks with opportunistic links. IEEE Trans Emerg Top Comput 3(3):399–409. https://doi.org/10.1109/TETC.2015.2414792 CrossRef

34.

Bigwood G, Henderson T (2012) IRONMAN: using social networks to add incentives and reputation to opportunistic networks. In: IEEE third international conference on privacy, security, risk and trust, pp 65–72. https://doi.org/10.1109/passat/socialcom.2011.60

35.

Yang S, Wang X, Zhang S, Huang M (2018) Trust-based security routing mechanism in mobile social networks. In: 14th international conference on natural computation, fuzzy systems and knowledge discovery (ICNC-FSKD 2018), pp 1–6

Title: Trust-based security routing mechanism in mobile social networks
Authors: Shuang Yang
Xingwei Wang
Shuang Zhang
Bo Yi
Min Huang
Publication date: 29-03-2019
Publisher: Springer London
Published in: Neural Computing and Applications / Issue 10/2020
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI: https://doi.org/10.1007/s00521-019-04167-z

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Springer Professional "Technik"

Springer Professional "Wirtschaft+Technik"

Other articles of this Issue 10/2020

Multi-task cascade deep convolutional neural networks for large-scale commodity recognition

Shear strength prediction of FRP reinforced concrete members using generalized regression neural network

Fuzzy logic-based modelling of yield strength of as-cast A356 alloy

Transfer learning features for predicting aesthetics through a novel hybrid machine learning method

Multi-way matching based fine-grained sentiment analysis for user reviews

A novel (U)MIDAS-SVR model with multi-source market sentiment for forecasting stock returns

Premium Partner