可信普适社交网络研究综述和展望

闫峥; 吴宸梓; 冯伟; 王子龙

doi:10.11959/j.issn.2096-109x.2016.00024

您当前的位置：

首页 >

文章列表页 >

可信普适社交网络研究综述和展望

综述 | 更新时间：2024-06-03

- 可信普适社交网络研究综述和展望
- Survey of trustworthy pervasive social networking
- 网络与信息安全学报 2016年2卷第2期页码：30-40
- 作者机构：
- 作者简介：
  
  [ "闫峥（1972-），女，陕西西安人，西安电子科技大学教授、博士生导师，主要研究方向为网络与信息安全、信任管理和可信计算、隐私保护。" ]
  [ "吴宸梓（1990-），男，陕西西安人，西安电子科技大学硕士生，主要研究方向为社交网络安全。" ]
  [ "冯伟（1992-），男，河北沧州人，西安电子科技大学博士生，主要研究方向为信息安全、隐私保护、信任管理。" ]
  [ "王子龙（1982-），男，河南新郑人，西安电子科技大学副教授，主要研究方向为信息论与密码学。" ]
- 基金信息：
- DOI：10.11959/j.issn.2096-109x.2016.00024
  中图分类号： TN929
- 网络首发：2016-02，
  
  纸质出版：2016-02-15
- 稿件说明：
移动端阅览
闫峥, 吴宸梓, 冯伟, 等. 可信普适社交网络研究综述和展望[J]. 网络与信息安全学报, 2016,2(2):30-40.

Zheng YAN, Chen-zi WU, Wei FENG, et al. Survey of trustworthy pervasive social networking[J]. Chinese Journal of Network and Information Security, 2016, 2(2): 30-40.
闫峥, 吴宸梓, 冯伟, 等. 可信普适社交网络研究综述和展望[J]. 网络与信息安全学报, 2016,2(2):30-40. DOI： 10.11959/j.issn.2096-109x.2016.00024.

Zheng YAN, Chen-zi WU, Wei FENG, et al. Survey of trustworthy pervasive social networking[J]. Chinese Journal of Network and Information Security, 2016, 2(2): 30-40. DOI： 10.11959/j.issn.2096-109x.2016.00024.

摘要

信任对于陌生人在普适社交网中的交互活动起到了重要作用。它帮助人们克服不确定性、规避风险并做出正确的社交决策。首先，多方面综述了可信普适社交网络信任管理的研究现状，并对现有工作的优势与不足进行了分析；其次，分析揭示了其关键科学问题和研究方向；最后，提出了全面实现可信普适社交网络的研究模型。

Abstract

Trust plays an important role in pervasive social networking (PSN) for reciprocal activities among strang-ers.It helps people overcome perceptions of uncertainty and risk and engages in trust-related social behaviors.The current literature on trust management in PSN was reviewed.The advantages and disadvantages of existing solutions were analyzed.Furthermore

key research issues were presented.A research model was also proposed to achieve trustworthy pervasive social networking comprehensively.

关键词

Keywords

references

YAN Z . Trust management in mobile environments-usable and autonomic models [J ] . Register , 2013 ( 1 ): 2 .

GUO Z , YAN Z , WANG F . A methodology to predicate hu-man-being's movement based on movement group[C]//2010 IEEE/ACM International Conference on Green Computing and Communications (GreenCom) and International Conference on Cyber,Physical and Social Computing (CPSCom) . c 2010 : 612 - 619 .

Familiar stranger [EB/OL ] . http://www.paulos.net/research/intel/familiar-strange/index.htm http://www.paulos.net/research/intel/familiar-strange/index.htm .

Junction,stanford mobisocial group [EB/OL ] . http://openjunction.org/ http://openjunction.org/ .

Microblog [EB/OL ] . http://synrg.ee.duke.edu/microblog.html http://synrg.ee.duke.edu/microblog.html .

SARIGOL E , RIVA O , STUEDI P , et al . Enabling social network-ing in ad hoc networks of mobile phones [J ] . Proceedings of the VLDB Endowment , 2009 , 2 ( 2 ): 1634 - 1637 .

HYYTIA E , VIRTAMO J , LASSILA P , et al . When does content float? characterizing availability of anchored information in oppor-tunistic content sharing[C]//IEEE International Conference on Computer Communications . c 2011 : 3137 - 3145 .

Ezsetup [EB/OL ] . http://research.microsoft.com/enus/groups/wn/mssn.a-spx http://research.microsoft.com/enus/groups/wn/mssn.a-spx .

AHTIAINEN A , ARVI K K , KASSLIN M , et al . Awareness net-working in wireless environments [J ] . Vehicular Technology Maga-zine , 2009 , 4 ( 3 ): 48 - 54 .

GONG J , TANG J , FONG A C M . ACTPred:activity prediction in mobile social networks [J ] . Tsinghua Science and Technology , 2014 , 19 ( 3 ): 265 - 274 .

YU Z , ZHOU X . Socially aware computing:concepts,technologies,and practices[M]//Mobile Social Networking . New York:Springer , 2014 : 9 - 23 .

程瑶 , 应凌云 , 焦四辈 , 等 . 移动社交应用的用户隐私泄露问题研究 [J ] . 计算机学报 , 2014 , 37 ( 1 ): 87 - 100 .

CHENG Y , YING L Y , JIAO S B , et al . Research on user privacy leakage in mobile social messaging applications [J ] . Chinese Journal of Computers , 2014 , 37 ( 1 ): 87 - 100 .

吕志泉 , 洪澄 , 张敏 , 等 . 面向社交网络的隐私保护方案 [J ] . 通信学报 , 2014 , 35 ( 8 ): 23 - 32 .

LV Z Q , HONG C , ZHANG M , et al . Privacy-perserving scheme for social networks [J ] . Journal on Communications , 2014 , 35 ( 8 ): 23 - 32 .

霍峥 , 孟小峰 , 黄毅 . PrivateCheckIn:一种移动社交网络中的轨迹隐私保护方法 [J ] . 计算机学报 , 2013 , 36 ( 4 ): 716 - 726 .

HUO Z , MENG X F , HUANG Y . PrivateCheckIn:trajectory pri-vacy-preserving for check-in services in MSNS [J ] . Chinese Journal of Computers , 2013 , 36 ( 4 ): 716 - 726 .

YAN Z . Trust modeling and management in digital environments:from social concept to system development:from social concept to system development [M ] . IGI Global , 2010 .

SUN Y L , YU W , HAN Z , et al . Information theoretic framework of trust modeling and evaluation for ad hoc networks [J ] . Journal on Selected Areas in Communications , 2006 , 24 ( 2 ): 305 - 317 .

THEODORAKOPOULOS G , BARAS J S . On trust models and trust evaluation metrics for ad hoc networks [J ] . Journal on Selected Areas in Communications , 2006 , 24 ( 2 ): 318 - 328 .

YAN Z , HOLTMANNS S . Trust modeling and management:from social trust to digital trust [J ] . Examining the Concepts Issues ＆ Im-plications of Internet Trolling , 2008 : 290 - 323 .

SONG S , HWANG K , ZHOU R , et al . Trusted P2P transactions with fuzzy reputation aggregation [J ] . Internet Computing , 2005 , 9 ( 6 ): 24 - 34 .

RESNICK P , ZECKHAUSER R . Trust among strangers in internet transactions:empirical analysis of ebay’s reputation system [J ] . The Economics of the Internet and E-commerce , 2002 , 11 ( 2 ): 127 - 157 .

XIONG L , LIU L . Peertrust:supporting reputation-based trust for peer-to-peer electronic communities [J ] . Transactions on Knowledge and Data Engineering , 2004 , 16 ( 7 ): 843 - 857 .

LI J , LI R , KATO J . Future trust management framework for mo-bile ad hoc networks [J ] . Communications Magazine , 2008 , 46 ( 4 ): 108 - 114 .

WALSH K , SIRER E G . Fighting peer-to-peer spam and decoys with object reputation[C]//The 2005 ACM SIGCOMM Workshop on Economics of Peer-to-Peer Systems . c 2005 : 138 - 143 .

李建欣 , 怀进鹏 , 李先贤 , 等 . DTM:一种面向网络计算的动态信任管理模型 [J ] . 计算机学报 , 2009 , 32 ( 3 ): 493 - 505 .

LI J X , HUAI J P , LI X X , et al . DTM:a dynamic trust management model for internet computing environments [J ] . Chinese Journal of Computers , 2009 , 32 ( 3 ): 493 - 505 .

李致远 , 王汝传 . P2P 电子商务环境下的动态安全信任管理模型 [J ] . 通信学报 , 2011 , 32 ( 3 ): 50 - 59 .

LI Z Y , WANG R C . Dynamic secure trust management model for P2P e-commerce environments [J ] . Journal on Communications , 2011 , 32 ( 3 ): 50 - 59 .

胡建理 , 周斌 , 吴泉源 . P2P 网络中具有激励机制的信任管理研究 [J ] . 通信学报 , 2011 , 32 ( 5 ): 22 - 32 .

HU J L , ZHOU B , WU Q Y . Research on incentive mechanism in-tegrated trust management for P2P networks [J ] . Journal on Com-munications , 2011 , 32 ( 5 ): 22 - 32 .

罗俊海 , 范明钰 . 基于置信度的MANETs主观信任管理模型 [J ] . 计算机研究与发展 , 2010 , 47 ( 3 ): 515 - 523 .

LUO J H , FAN M Y . A subjective trust management model based on certainty-factor for MANETs [J ] . Journal of Computer Research and Development , 2010 , 47 ( 3 ): 515 - 523 .

郭晶晶 , 马建峰 , 李琦 , 等 . 基于博弈论的移动自组织网络的信任管理方法 [J ] . 通信学报 , 2014 , 35 ( 11 ): 50 - 58 .

GUO J J , MA J F , LI Q , et al . Game theory based trust management method for mobile ad hoc networks [J ] . Journal on Communications , 2014 , 35 ( 11 ): 50 - 58 .

TRIFUNOVIC S , LEGENDRE F , ANASTASIADES C . Social trust in opportunistic networks[C]//IEEE Conference on Computer Communications Workshops . Journal of Artificial Intelligence Research , c 2010 : 1 - 6 .

DOUCEUR J R . The sybil attack[C]//The First International Workshop on Peer-to-Peer Systems,Cambridge,MA . Berlin Hei-delberg:Springer , 2002 : 251 - 260 .

SUN Y L , HAN Z , YU W , et al . A trust evaluation framework in distributed networks:vulnerability analysis and defense against at-tacks[C]//IEEE Conference on Computer Communications Work-shops . c 2006 : 1 - 13 .

RAYA M , PAPADIMITRATOS P , GLIGOR V D , et al . On data-centric trust establishment in ephemeral ad hoc networks[C]//The 27th Conference on Computer Communications . c 2008 : 1912 - 1920 .

YAN Z , NIEMI V . A methodology towards usable trust manage-ment[C]//The 6th International Conference on Autonomic and Trusted Computing,Brisbane . Berlin Heidelberg:Springer , 2009 : 179 - 193 .

PAVLOV E , ROSENSCHEIN J S , TOPOL Z . Supporting privacy in decentralized additive reputation systems[C]//The Second Interna-tional Conference on Trust Management,Oxford . Berlin Heidelberg:Springer , 2004 : 108 - 119 .

YAO D , TAMASSIA R , PROCTOR S . Private distributed scalar product protocol with application to privacy-preserving computa-tion of trust[M]//Trust Management . 2007 : 1 - 16 .

MELCHOR C A , AIT-SALEM B , GABORIT P . A collu-sion-resistant distributed scalar product protocol with application to privacy-preserving computation of trust[C]//The Eighth IEEE In-ternational Symposium on Network Computing and Applications . c 2009 : 140 - 147 .

NITHYANAND R , RAMAN K . Fuzzy privacy preserving peer-to-peer reputation management [J ] . IACR Cryptology ePrint Archive , 2009 : 442 .

YAN Z , CHEN Y , SHEN Y , et al . A practical reputation system for per-vasive social chatting [J ] . Journal of Computer and System Sciences , 2013 , 79 ( 5 ): 556 - 572 .

FUJIMURA K , NISHIHARA T . Reputation rating system based on past behavior of evaluators[C]//The 4th ACM Conference on Elec-tronic Commerce . c 2003 : 246 - 247 .

YAN Z , CHEN Y , SHEN Y . PerContRep:a practical reputation system for pervasive content services [J ] . The Journal of Super-computing , 2014 , 70 ( 3 ): 1051 - 1074 .

YAN Z , DING W , NIEMI V , et al . Two schemes of privacy- pre-serving trust evaluation [J ] . Future Generation Computer Systems , 2015 ( 12 ).

JØSANG A , ISMAIL R , BOYD C . A survey of trust and reputation systems for online service provision [J ] . Decision Support Systems , 2007 , 43 ( 2 ): 618 - 644 .

SUN Y , HAN Z , LIU K J R . Defense of trust management vulner-abilities in distributed networks [J ] . Communications Magazine , 2008 , 46 ( 2 ): 112 - 119 .

BUCHEGGER S , Boudec J Y L . Performance analysis of the CONFIDANT protocol[C]//The 3rd ACM International Symposium on Mobile Ad Hoc Networking ＆ Computing . c 2002 : 226 - 236 .

MICHIARDI P , MOLVA R . Core:a collaborative reputation mechanism to enforce node cooperation in mobile ad hoc net-works[C]//The Sixth Joint Working Conference on Communica-tions and Multimedia Security . 2002 : 107 - 121 .

BUCHEGGER S , BOUDEC J L . The effect of rumor spreading in reputation systems for mobile ad-hoc networks[C]//WiOpt'03:Modeling and Optimization in Mobile,Ad Hoc and Wireless Net-works . c 2003 .

田俊峰 , 田瑞 . 基于领域和贝叶斯网络的 P2P 电子商务细粒度信任模型 [J ] . 计算机研究与发展 , 2011 , 48 ( 6 ): 974 - 982 .

TIAN J F , TIAN R . A fine-grain trust model based on domain and bayesian network for P2P e-commerce system [J ] . Journal of Com-puter Research and Development , 2011 , 48 ( 6 ): 974 - 982 .

RESNICK P , KUWABARA K , ZECKHAUSER R , et al . Reputa-tion systems [J ] . Communications of the ACM , 2000 , 43 ( 12 ): 45 - 48 .

BLAZE M , FEIGENBAUM J , LACY J . Decentralized trust man-agement[C]//The 1996 IEEE Symposium on Security and Privacy . c 1996 : 164 - 173 .

YAN Z , ZHANG P . AdPriRec:a context-aware recommender sys-tem for user privacy in MANET services[M]//Ubiquitous Intelli-gence and Computing . Berlin Heidelberg:Springer , 2011 : 295 - 309 .

YAN Z , CHEN Y . AdContRep:a privacy enhanced reputation system for MANET content services[C]//The 7th International Conference on Ubiquitous Intelligence and Computing,Beijing . Berlin Heidelberg:Springer , 2010 : 414 - 429 .

BANSAL S , BAKER M . Observation-based cooperation enforce-ment in ad hoc networks [R ] . 2003 .

HU J , BURMESTER M . LARS:a locally aware reputation system for mobile ad hoc networks[C]//The 44th Annual Southeast Re-gional Conference . c 2006 : 119 - 123 .

ZHELEVA E , KOLCZ A , GETOOR L . Trusting spam reporters:a reporter-based reputation system for email filtering [J ] . ACM Transac-tions on Information Systems (TOIS) , 2008 , 27 ( 1 ): 1139 - 1141 .

ZHANG J Z , XU W , PENG Y D , et al . MailTrust:a mail reputation mechanism based on improved trustguard[C]//The 2010 Interna-tional Conference on Communications and Mobile Computing (CMC) . c 2010 : 218 - 222 .

ZHANG H , DUAN H , LIU W , et al . IPGroupRep:a novel reputa-tion based system for anti-spam[C]//Symposia and Workshops on Ubiquitous,Autonomic and Trusted Computing . c 2009 : 513 - 518 .

BI J , WU J , ZHANG W . A trust and reputation based anti-spim method[C]//IEEE International Conference on Computer Commu-nications . c 2008 : 2485 - 2493 .

TANG Y , KRASSER S , HE Y , et al . Support vector machines and random forests modeling for spam senders behavior analy-sis[C]//Global Telecommunications Conference . c 2008 : 1 - 5 .

WU B , GOEL V , DAVISON B D . Topical trustrank:using topical-ity to combat web spam[C]//The 15th International Conference on World Wide Web . c 2006 : 63 - 72 .

KOLAN P , DANTU R . Socio-technical defense against voice spamming [J ] . ACM Transactions on Autonomous and Adaptive Systems (TAAS) , 2007 , 2 ( 1 ): 130 - 138 .

YAN Z , KANTOLA R , SHEN Y . A generic solution for unwanted traffic control through trust management [J ] . New Review of Hy-permedia and Multimedia , 2014 , 20 ( 1 ): 25 - 51 .

MA S , YAN Z . PSNcontroller:an unwanted content control system in pervasive social networking based on trust management [J ] . ACM Transactions on Multimedia Computing,Communications,and Ap-plications (TOMM) , 2015 , 12 ( 1s ): 17 .

O’DONOVAN J , SMYTH B . Trust in recommender sys-tems[C]//The 10th International Conference on Intelligent User In-terfaces . c 2005 : 167 - 174 .

RESNICK P , VARIAN H R . Recommender systems [J ] . Communi-cations of the ACM , 1997 , 40 ( 3 ): 56 - 58 .

LUO Y , LE J , CHEN H . A privacy-preserving book recommenda-tion model based on multi-agent[C]//The Second International Workshop on Computer Science and Engineering . c 2009 : 323 - 327 .

POLAT H , DU W . Privacy-preserving top-n recommendation on horizontally partitioned data[C]//The 2005 IEEE/WIC/ACM Inter-national Conference on Web Intelligence . c 2005 : 725 - 731 .

YU Z , ZHOU X , ZHANG D , et al . Supporting context-aware me-dia recommendations for smart phones [J ] . Pervasive Computing , 2006 , 5 ( 3 ): 68 - 75 .

ZHANG D , YU Z . Spontaneous and context-aware media recom-mendation in heterogeneous spaces[C]//The 65th Vehicular Tech-nology Conference . c 2007 : 267 - 271 .

王玙 , 高琳 . 基于社交圈的在线社交网络朋友推荐算法 [J ] . 计算机学报 , 2014 ( 4 ): 801 - 808 .

WANG Y , GAO L . Online social network friends recommendation algorithm based on social network [J ] . Chinese Journal of Com-puters , 2014 ( 4 ): 801 - 808 .

黄震华 , 张波 , 方强 . 一种社交网络群组间信息推荐的有效方法 [J ] . 电子学报 , 2015 , 43 ( 6 ): 1090 - 1093 .

HUANG Z H , ZHANG B , FANG Q . An efficient algorithm of in-formation recommendation between groups in social networks [J ] . Acta Electronica Sinica , 2015 , 43 ( 6 ): 1090 - 1093 .

ZOURIDAKI C , MARK B L , HEJMO M , et al . Robust cooperative trust establishment for MANETs[C]//The Fourth ACM Workshop on Security of Ad Hoc and Sensor Networks . c 2006 : 23 - 34 .

PUTTASWAMY K P N , ZHAO B Y . Preserving privacy in loca-tion-based mobile social applications[C]//The Eleventh Workshop on Mobile Computing Systems ＆ Applications . c 2010 : 1 - 6 .

CHEN G , RAHMAN F . Analyzing privacy designs of mobile social networking applications[C]//IEEE/IFIP International Conference on Embedded and Ubiquitous Computing . c 2008 : 83 - 88 .

BEACH A , GARTRELL M , HAN R . Solutions to security and privacy issues in mobile social networking[C]//International Confer-ence on Computational Science and Engineering . c 2009 : 1036 - 1042 .

SADEH N , HONG J , CRANOR L , et al . Understanding and cap-turing people's privacy policies in a mobile social networking ap-plication [J ] . Personal Ubiquitous Computing , 2009 , 13 ( 6 ): 401 - 412 .

MILUZZO E , LANE N D , FODOR K , et al . Sensing meets mobile social networks:the design,implementation and evaluation of the cenceme application[C]//The 6th ACM Conference on Embedded Network Sensor Systems . c 2008 : 337 - 350

CHIN A , ZHANG D Q . Mobile social networking:an innovative approach [M ] . New York:Springer , 2014 : 195 - 235 .

YANG H , LUO H , YE F , et al . Security in mobile ad hoc networks:challenges and solutions [J ] . Wireless Communications , 2004 , 11 ( 1 ): 38 - 47 .

LUO H , KONG J , ZERFOS P , et al . URSA:ubiquitous and robust access control for mobile ad hoc networks [J ] . IEEE/ACM Transac-tions on Networking (ToN) , 2004 , 12 ( 6 ): 1049 - 1063 .

YAN Z , WANG M . Protect pervasive social networking based on two-dimensional trust levels [J ] . IEEE Systems Journal , 2014 ( 9 ): 1 - 12 .

YAN Z , WANG M , NIEMI V , et al . Secure pervasive social net-working based on multi-dimensional trust levels[C]//The 2013 IEEE Conference on Communications and Network Security (CNS) . c 2013 : 100 - 108 .

YAN Z , FENG W , WANG P . Anonymous authentication for trust-worthy pervasive social networking [J ] . IEEE Transactions on Computational Social Systems , 2016 ( 11 ): 1 - 11 .

LIU X , FANG Z , SHI L . Securing vehicular ad hoc net-works[C]//The 2nd International Conference on Pervasive Com-puting and Applications . c 2007 : 424 - 429 .

LIN X , SUN X , WANG X , et al . TSVC:timed efficient and secure vehicular communications with privacy preserving [J ] . IEEE Trans-actions on Wireless Communications , 2008 , 7 ( 12 ): 4987 - 4998 .

KELLEY P G , BREWER R , MAYER Y , et al . An investigation into facebook friend grouping[C]//The 13th IFIP TC 13 International Conference on Human-Computer Interaction,Lisbon . c 2011 : 216 - 233 .

CISZKOWSKI T , KOTULSKI Z . Distributed reputation manage-ment in collaborative environment of anonymous MANETs[C]//The International Conference on “Computer as a Tool” . c 2007 : 1028 - 1033 .

浏览量

673

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

智能电网中隐私保护的多维多函数数据聚合方案

激励驱动的联邦学习研究综述：隐私与安全

基于哈夫曼的k-匿名模型隐私保护数据压缩方案

基于差分隐私保护技术的多方求和查询方法

基于二维码和信息隐藏的物流系统隐私保护方案