A Fog-Based Hierarchical Trust Mechanism for Sensor-Cloud Underlying Structure

In recent years, Sensor-Cloud has become a hot issue. In this structure, there are some security problems that can be well solved by trust mechanism. However, there are some deficiencies in existing trust mechanism, especially for the Sensor-Cloud underlying structure. We propose a fog-based hierarchical trust mechanism for these deficiencies. This hierarchical structure is not only easy to establish and implement, but also moves heavy and fine-grained data analysis tasks to the fog layer. The experimental results indicate that this fog-based hierarchical structure can deal well in saving network energy, guaranteeing a fast malicious node detect speed, detecting hidden data attacks and recovering misjudgment nodes in an allowable delay range.

[1]  Tian Wang,et al.  Reliable wireless connections for fast-moving rail users based on a chained fog structure , 2017, Inf. Sci..

[2]  Wang Guojun,et al.  A Survey on Sensor-Cloud , 2017 .

[3]  Noureddine Boudriga,et al.  A sensor cloud architecture for healthcare applications , 2016, SAC.

[4]  Shu-Chuan Chu,et al.  A ladder diffusion algorithm using ant colony optimization for wireless sensor networks , 2012, Inf. Sci..

[5]  Yang Li,et al.  Efficient Data Collection in Sensor-Cloud System with Multiple Mobile Sinks , 2016, APSCC.

[6]  Narendra Singh Raghuwanshi,et al.  Sensing-cloud: Leveraging the benefits for agricultural applications , 2017, Comput. Electron. Agric..

[7]  Hongmei Deng,et al.  Trust management in cloud-integrated Wireless Sensor Networks , 2013, 2013 International Conference on Collaboration Technologies and Systems (CTS).

[8]  Yonghong Chen,et al.  Trajectory Privacy Preservation Based on a Fog Structure for Cloud Location Services , 2017, IEEE Access.

[9]  Luis Rodero-Merino,et al.  Finding your Way in the Fog: Towards a Comprehensive Definition of Fog Computing , 2014, CCRV.

[10]  Victor C. M. Leung,et al.  An Authenticated Trust and Reputation Calculation , 2017 .

[11]  M. Shamim Hossain,et al.  A Survey on Sensor-Cloud: Architecture, Applications, and Approaches , 2013, Int. J. Distributed Sens. Networks.

[12]  Hongjie Li,et al.  A stochastic evolutionary coalition game model of secure and dependable virtual service in Sensor-Cloud , 2015, Appl. Soft Comput..

[13]  M. Salem An Efficient Distributed Trust Model for Wireless Sensor Networks , 2016 .

[14]  V Ram Prabha,et al.  Enhanced multi-attribute trust protocol for malicious node detection in wireless sensor networks , 2017 .

[15]  Victor C. M. Leung,et al.  Trust assistance in Sensor-Cloud , 2015, 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).