Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things
Paper
Paper/Presentation Title | Kryptein: A Compressive-Sensing-Based Encryption Scheme for |
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Presentation Type | Paper |
Authors | Xue, Wanli (Author), Luo, Chengwen (Author), Lan, Guohao (Author), Rana, Rajib (Author), Hu, Wen (Author) and Seneviratne, Aruna (Author) |
Editors | Zhang, Pei, Dutta, Prabal and Xing, Guoliang |
Journal or Proceedings Title | Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2017) |
Number of Pages | 12 |
Year | 2017 |
Place of Publication | United States |
ISBN | 9781450348904 |
Digital Object Identifier (DOI) | https://doi.org/10.1145/3055031.3055079 |
Web Address (URL) of Paper | https://dl.acm.org/doi/10.1145/3055031.3055079 |
Web Address (URL) of Conference Proceedings | https://dl.acm.org/doi/proceedings/10.1145/3055031 |
Conference/Event | 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2017) |
Event Details | 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2017) Event Date 18 to end of 21 Apr 2017 Event Location Pittsburgh, Pennsylvania, USA |
Abstract | Internet of Things (IoT) is flourishing and has penetrated deeply into people's daily life. With the seamless connection to the physical world, IoT provides tremendous opportunities to a wide range of applications. However, potential risks exist when the IoT system collects sensor data and uploads it to the cloud. The leakage of private data can be severe with curious database administrator or malicious hackers who compromise the cloud. In this work, we propose Kryptein, a compressive-sensing-based encryption scheme for cloud-enabled IoT systems to secure the interaction between the IoT devices and the cloud. Kryptein supports random compresse encryption, statistical decryption, and accurate raw data decryption. According to our evaluation based on two real datasets, Kryptein provides strong protection to the data. It is 250 times faster than other state-of-the-art systems and incurs 120 times less energy consumption. The performance of Kryptein is also measured on off-the-shelf IoT devices, and the result shows Kryptein can run efficiently on IoT devices. |
Keywords | compressive sensing; security; encryption; Internet of Things |
Contains Sensitive Content | Does not contain sensitive content |
ANZSRC Field of Research 2020 | 461199. Machine learning not elsewhere classified |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | University of New South Wales |
Shenzhen University, China | |
Institute for Resilient Regions | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q4vxv/kryptein-a-compressive-sensing-based-encryption-scheme-for-the-internet-of-things
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