A data protection model for fog computing
Title | A data protection model for fog computing |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Dang, T. D., Hoang, D. |
Conference Name | 2017 Second International Conference on Fog and Mobile Edge Computing (FMEC) |
Date Published | may |
Keywords | Access Control, cloud computing, Computational modeling, Data models, data protection, data protection model, Data security, edge computing, Fog Computing, fog location, fog security, fog-based privacy-aware role based access control, FPRBAC, Internet of Things, IoT, Mobility, pubcrawl, RBTA model, region-based trust-aware model, Resiliency, Scalability, security, security of data |
Abstract | Cloud computing has established itself as an alternative IT infrastructure and service model. However, as with all logically centralized resource and service provisioning infrastructures, cloud does not handle well local issues involving a large number of networked elements (IoTs) and it is not responsive enough for many applications that require immediate attention of a local controller. Fog computing preserves many benefits of cloud computing and it is also in a good position to address these local and performance issues because its resources and specific services are virtualized and located at the edge of the customer premise. However, data security is a critical challenge in fog computing especially when fog nodes and their data move frequently in its environment. This paper addresses the data protection and the performance issues by 1) proposing a Region-Based Trust-Aware (RBTA) model for trust translation among fog nodes of regions, 2) introducing a Fog-based Privacy-aware Role Based Access Control (FPRBAC) for access control at fog nodes, and 3) developing a mobility management service to handle changes of users and fog devices' locations. The implementation results demonstrate the feasibility and the efficiency of our proposed framework. |
URL | https://ieeexplore.ieee.org/document/7946404 |
DOI | 10.1109/FMEC.2017.7946404 |
Citation Key | dang_data_2017 |
- fog-based privacy-aware role based access control
- security of data
- security
- Scalability
- Resiliency
- region-based trust-aware model
- RBTA model
- pubcrawl
- Mobility
- IoT
- Internet of Things
- FPRBAC
- Access Control
- fog security
- fog location
- Fog computing
- edge computing
- Data Security
- data protection model
- Data protection
- Data models
- Computational modeling
- Cloud Computing