传感云安全研究进展

doi:10.11959/j.issn.1000-436x.2018035

通信学报 ›› 2018, Vol. 39 ›› Issue (3): 35-52.doi: 10.11959/j.issn.1000-436x.2018035

• 论文Ⅰ：物联网与安全 • 上一篇下一篇

传感云安全研究进展

王田¹(),李洋¹,贾维嘉^2,³,王国军⁴,彭绍亮⁵

¹ 华侨大学计算机科学与技术学院，福建厦门 361021
² 澳门大学数据科学中心，澳门 999078
³ 上海交通大学电子信息与电气工程学院，上海 200240
⁴ 广州大学计算机科学与教育软件学院，广东广州 510006
⁵ 国防科技大学计算机学院，湖南长沙 410073

修回日期:2017-12-02 出版日期:2018-03-01 发布日期:2018-04-02
作者简介:王田（1982-），男，湖南汨罗人，博士，华侨大学教授，主要研究方向为物联网及其安全问题、云计算技术、社交网络、软件安全、大数据处理等。|李洋（1991-），女，湖北黄石人，华侨大学硕士生，主要研究方向为传感云安全、雾计算、物联网等。|贾维嘉（1957-），男，中国香港人，博士，上海交通大学教授、博士生导师，主要研究方向为下一代无线通信、协议、异构网络等。|王国军（1970-），男，湖南长沙人，博士，广州大学教授、博士生导师，主要研究方向为网络和信息安全、物联网和云计算等。|彭绍亮（1979-），男，湖南长沙人，博士，国防科技大学教授，主要研究方向为分布式系统、计算机性能和无线网络等。
基金资助:
国家重点基础研究发展计划（“973”计划）基金资助项目(2015CB352401);国家自然科学基金资助项目(61772148);国家自然科学基金资助项目(61672441);国家自然科学基金资助项目(U1405254);华侨大学研究生科研创新培育基金资助项目(1511414005)

Research progress of sensor-cloud security

Tian WANG¹(),Yang LI¹,Weijia JIA^2,³,Guojun WANG⁴,Shaoliang PENG⁵

¹ Department of Computer Science and Technology,Huaqiao University,Xiamen 361021,China
² Data Science Center,University of Macau,Macao 999078,China
³ Department of Electronic Information and Electrical Engineering College,Shanghai Jiaotong University,Shanghai 200240,China
⁴ Department of Computer Science and Educational Software,Guangzhou University,Guangzhou 510006,China
⁵ Department of Computer,National University of Defense Technology,Changsha 410073,China

Revised:2017-12-02 Online:2018-03-01 Published:2018-04-02
Supported by:
The National Basic Research Program of China (973 Program)(2015CB352401);The National Natural Science Foundation of China(61772148);The National Natural Science Foundation of China(61672441);The National Natural Science Foundation of China(U1405254);The Foster Project for Graduate Student in Research and Innovation of Huaqiao University(1511414005)

摘要/Abstract

摘要：

通过调研大量的国内外传感云安全的相关文献发现，现有的传感云系统存在一系列严重的安全问题，如不同服务提供商的信誉问题、物理节点耦合漏洞、数据权限管理漏洞等，严重地阻碍了传感云系统的进一步发展。分析了传感云系统存在的安全问题，对比了现有的传感云安全技术，讨论总结了不同种类解决方案的优缺点，提出了未来传感云发展面临的安全挑战。最后，设计了基于雾计算框架下传感云安全的实现方案，为传感云的安全研究带来新的思路。

关键词: 云计算, 无线传感网, 传感云, 安全, 雾计算

Abstract:

Through consulting lots of domestic and international literatures about sensor-cloud security,a series of security problems are found,such as reputation problem of service provider,the coupling problem of physical nodes,the leak of authority management,et al,which seriously hinders the further development of sensor-cloud.The secure problems occurring in sensor-cloud were analyzed,the current secure technologies were contrasted ,similarities and differences of various types solutions were discussed and summarized.After that,several future challenges of sensor-cloud security were concluded.Finally,a fog-based structure was proposed to solve the security problems,which would bring new ideas to the sensor-cloud security research.

Key words: cloud computing, wireless sensor network, sensor-cloud, security, fog computing

中图分类号:

TP393

王田,李洋,贾维嘉,王国军,彭绍亮. 传感云安全研究进展[J]. 通信学报, 2018, 39(3): 35-52.

Tian WANG,Yang LI,Weijia JIA,Guojun WANG,Shaoliang PENG. Research progress of sensor-cloud security[J]. Journal on Communications, 2018, 39(3): 35-52.

图/表 15

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传感云平台	通信安全	物理安全	访问安全	存储安全	可信安全	服务安全	共享安全
Xively	√	√	─	√	─	√	√
SensorCloud	√	√	─	─	√	─	√
NimBits	─	√	─	√	─	─	√
ThingSpeak	√	─	─	√	─	─	√
Arrayent	√	√	√	─	─	─	√
Digi	√	√	─	─	√	─	─
YeeLink	√	√	√	√	─	─	√

方法	完整性	真实性	机密性	隐私性	审计安全	访问控制安全	存储安全
文献[47]方法	是	是	是	否	否	是	否
文献[48]方法	否	否	是	是	是	否	是
文献[49]方法	是	是	是	否	是	是	否
文献[50]方法	是	否	是	是	否	否	是
文献[51]方法	否	否	是	是	否	是	是
文献[52]方法	是	否	是	否	是	否	是
文献[53]方法	否	否	是	否	否	否	是
文献[54]方法	否	否	是	是	否	是	是
文献[55]方法	否	否	是	是	是	否	是

方法	认证机制	加密机制	签名机制	审计机制	权限管理机制
文献[49]方法	是	是	否	否	是
文献[50]方法	是	否	否	是	是
文献[51]方法	是	是	是	否	是
文献[56]方法	是	是	否	是	否
文献[57]方法	是	是	否	否	否
文献[58]方法	是	否	否	否	是

方法	信任对象			攻击类型
方法	CSP	SNP	传感器节点	DOS	BMA	OOA	SA	COA	CA
文献[53]方法	—	—	√	—	√	√	—	—	—
文献[65]方法	√	√	—	—	—	—	—	—	√
文献[66]方法	—	—	√	—	√	√	—	—	—
文献[68]方法	—	—	√	—	—	—	—	√	√
文献[69]方法	√	—	√	√	—	—	—	—	√
文献[70]方法	√	—	—	√	—	—	—	√	—

传感云安全研究进展

Research progress of sensor-cloud security

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