Trust-based security routing mechanism in mobile social networks

被引:0
作者
Shuang Yang
Xingwei Wang
Shuang Zhang
Bo Yi
Min Huang
机构
[1] Northeastern University,State Key Laboratory of Synthetical Automation for Process Industries
[2] Northeastern University,College of Computer Science and Engineering
[3] Northeastern University,College of Software
[4] Northeastern University,College of Information Science and Engineering
来源
Neural Computing and Applications | 2020年 / 32卷
关键词
Mobile social network; Trust value; Network security; Routing mechanism;
D O I
暂无
中图分类号
学科分类号
摘要
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.
引用
收藏
页码:5609 / 5620
页数:11
相关论文
共 90 条
  • [1] Hu X(2015)A survey on mobile social networks: applications, platforms, system architectures, and future research directions IEEE Commun Surv Tutor 17 1557-1581
  • [2] Chu THS(2017)Mobile social networks: architecture, privacy, security issues and solutions J Commun. 12 524-531
  • [3] Leung VCM(2017)A survey of mobile social networks: applications, social characteristics, and challenges IEEE Syst J 2016 1-9
  • [4] Ngai CH(2016)Mobility-based routing algorithm in delay tolerant networks Eurasip J Wirel Commun Netw 26 252-261
  • [5] Kruchten P(2015)Social-aware stateless routing in pocket switched networks IEEE Trans Parallel Distrib Syst 22 2439-2451
  • [6] Chan HCB(2016)A social overlay-based forwarding scheme for mobile social networks Wirel Netw 123 88-103
  • [7] Lakshmi VRV(2017)RISC: iCN routing mechanism incorporating SDN and community division Comput Netw 13 1-18
  • [8] Gireesh KT(2017)Weighted community graph–based social routing in delay-tolerant networks Int J Distrib Sens Netw 38 469-476
  • [9] Qiu T(2016)A routing defense mechanism using evolutionary game theory for delay tolerant networks Appl Soft Comput 114 48-56
  • [10] Chen B(2018)GRBC-based network security functions placement scheme in SDS for 5G security J Netw Comput Appl 22 1-16