Abstract
Cloud Computing is emerging as the new trending technology for storing, sharing and processing data. Smart home is one of the Internet of Things (IoT) applications that is following this trend. However, sensors and smart devices are generating data that may reveal personal information about home inhabitants. Therefore, outsourcing sensed data from smart home to the cloud is raising serious privacy concerns. In particular, when untrusted third party cloud services are accessing personal identifiable information (PII) beyond their collection purpose. One privacy preserving approach consists of encrypting the data, before it is outsourced to the cloud, according to user settings. In this paper, we target preserving data privacy of smart home inhabitants. For this purpose, we proposed an architecture integrating attribute based encryption (ABE) schemes to the Smart Home Middleware ‘Openhab’. To evaluate our framework, we conducted experiments to measure the performances and the overheads introduced by the proposed privacy preserving solution.
Keywords
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Wilbanks, L.: The impact of personally identifiable information. IT Prof. 9, 62–64 (2007)
Gartner: Seven cloud-computing security risks. http://www.infoworld.com/article/2652198/security/gartner-seven-cloud-computing-security-risks.html. Accessed 20 Mar 2017
Goyal, V., Pandey, O., Sahai, A., Waters, B.: Attribute-based encryption for fine-grained access control of encrypted data. In: Proceedings of the 13th ACM Conference on Computer and Communications Security (CCS 2006), pp. 89–98. ACM, New York (2006)
The open home automation bus (openhab). http://www.openhab.org/. Accessed 20 Mar 2017
Bethencourt, J., Sahai, A., Waters, B.: Ciphertext-policy attribute-based encryption. In: Proceedings of the 2007 IEEE Symposium on Security and Privacy (SP 2007). IEEE Computer Society, Washington, DC (2007)
Stankovic, J.A.: Research directions for the Internet of Things. IEEE Internet Things J. 1, 3–9 (2014)
Razzaque, M.A., Milojevic-Jevric, M., Palade, A., Clarke, S.: Middleware for Internet of Things: a survey. IEEE Internet Things J. 3, 70–95 (2016)
Fernandes, E., Jung, J., Prakash, A.: Security analysis of emerging smart home applications. In: 2016 IEEE Symposium on Security and Privacy (SP), pp. 636–654, May 2016
Marin, A., Mueller, W., Schaefer, R., Almenarez, F., Diaz, D., Ziegler, M.: Middleware for secure home access and control. In: Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2007), pp. 489–494, March 2007
Moncrieff, S., Venkatesh, S., West, G.: Dynamic privacy in a smart house environment. In: 2007 IEEE International Conference on Multimedia and Expo, pp. 2034–2037, July 2007
Jung, M., Kienesberger, G., Granzer, W., Unger, M., Kastner, W.: Privacy enabled web service access control using SAML and XACML for home automation gateways. In: 2011 International Conference for Internet Technology and Secured Transactions, pp. 584–591, December 2011
Henze, M., Hummen, R., Matzutt, R., Wehrle, K.: A trust point-based security architecture for sensor data in the cloud. In: Krcmar, H., Reussner, R., Rumpe, B. (eds.) Trusted Cloud Computing, pp. 77–106. Springer, Cham (2014). doi:10.1007/978-3-319-12718-7_6
Henze, M., Hermerschmidt, L., Kerpen, D., Häußling, R., Rumpe, B., Wehrle, K.: A comprehensive approach to privacy in the cloud-based Internet of Things. Futur. Gener. Comput. Syst. 56, 701–718 (2016)
Liu, J., Huang, X., Liu, J.K.: Secure sharing of personal health records in cloud computing: ciphertext-policy attribute-based signcryption. Futur. Gener. Comput. Syst. 52, 67–76 (2015). Special Section: Cloud Computing: Security, Privacy and Practice
Ribeiro, R., Santin, A., Abreu, V., Marynowski, J., Viegas, E.: Providing security and privacy in smart house through mobile cloud computing. In: 2016 8th IEEE Latin-American Conference on Communications (LATINCOM), pp. 1–6, November 2016
Kumar, P., Gurtov, A., Iinatti, J., Ylianttila, M., Sain, M.: Lightweight and secure session-key establishment scheme in smart home environments. IEEE Sens. J. 16, 254–264 (2016)
Yao, X., Chen, Z., Tian, Y.: A lightweight attribute-based encryption scheme for the Internet of Things. Futur. Gener. Comput. Syst. 49, 104–112 (2015)
Charm: A tool for rapid cryptographic prototyping. http://charm-crypto.com/. Accessed 20 Mar 2017
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Chowdhury, R., Ould-Slimane, H., Talhi, C., Cheriet, M. (2017). Attribute-Based Encryption for Preserving Smart Home Data Privacy. In: Mokhtari, M., Abdulrazak, B., Aloulou, H. (eds) Enhanced Quality of Life and Smart Living. ICOST 2017. Lecture Notes in Computer Science(), vol 10461. Springer, Cham. https://doi.org/10.1007/978-3-319-66188-9_16
Download citation
DOI: https://doi.org/10.1007/978-3-319-66188-9_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-66187-2
Online ISBN: 978-3-319-66188-9
eBook Packages: Computer ScienceComputer Science (R0)