Performance evaluation of iot data security on cloud computing
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Abstract (EN)
In today's technology, the fact that smart devices are in communication with each other and with the internet environment makes the Internet of Things (IoT) one of the most popular concepts of recent times. With the emergence of this concept, objects can communicate easily with each other, but this flexibility causes data to increase, and that increase results in a space problem. Although no installation is required for the IoT, the cloud platform, which collects powerful requirements, such as software, hardware, and data storage under a single structure on the internet and offers flexibility to work from anywhere, has become very attractive due to these qualities. The system that stores many applications, programs, and data over virtual servers is called cloud computing. In this study, it was emphasized that the data sent from the smart devices to the cloud and the data sent from the cloud would be sent from a secure place, and accessed in the same way, when necessary. In this sense, the data to be sent is processed through the encryption module and the data is stored in the storage in the cloud through a number of transactions. The encrypted version of the same data is deciphered from the cloud and the original version is provided to the user safely. The advanced encryption standard (AES), data encryption standard (DES) and Rivest-Shamir-Adleman (RSA) algorithms were used for encryption purposes. An application is developed and there is AES, DES and RSA in it for encryption purposes.The mentioned encryption is provided with the choosed algorithms. The algorithm choosen by client is provided the mentioned encryption. A simulation is created for the purpose of taking the IoT data. A performance evaluation was made by taking different dimensions from the Internet of Things captured from a simulator. Although the RSA algorithm could encrypt very small data, the AES and DES were also more performed in terms the large data size. Finally, this encrypted data was stored in the Google cloud platform (GCP). The existing data that was stored was then withdrawn from the cloud and decoded using these algorithms.Consequently, secure transmission for IoT data to cloud is performed.
Author
Kübra Aslan
Institution
How to Cite
Kübra Aslan (Master Thesis). Performance evaluation of iot data security on cloud computing, 2019, Ankara Yıldırım Beyazıt University.
License
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