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Secure Door on Cloud: A Secure Data Transmission Scheme to Protect Kafka's Data
- Source :
- ICPADS
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Apache Kafka, which is a high-throughput distributed message processing system, has been leveraged by the majority of enterprise for its outstanding performance. Unlike common cloud-based access control architectures, Kafka service providers often need to build their systems on other enterprises' high-performance cloud platforms. However, since the cloud platform belongs to a third party, it is not necessarily reliable. Paradoxically, it has been demonstrated that Kafka's data is stored in the cloud in the plaintext form, and thus poses a serious risk of user privacy leakage. In this paper, we propose a secure fine-grained data transmission scheme called Secure Door on Cloud (SDoC) to protect the data from being leaked in Kafka. SDoC is not only more secure than Kafka's built-in security mechanism, but also can effectively prevent third-party cloud from stealing plaintext data. To evaluate the performance of the SDoC, we simulate normal inter-entity communication and show that Kafka with SDoC integration has a lower data transfer time overhead than that of Kafka with built-in security mechanism opened.
- Subjects :
- 020203 distributed computing
Information privacy
Computer science
business.industry
computer.internet_protocol
Reliability (computer networking)
Data security
020206 networking & telecommunications
Cloud computing
Access control
Plaintext
02 engineering and technology
Service-oriented architecture
Service provider
Computer security
computer.software_genre
0202 electrical engineering, electronic engineering, information engineering
business
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 IEEE 26th International Conference on Parallel and Distributed Systems (ICPADS)
- Accession number :
- edsair.doi...........517cdef46f6f6751a4370eaca33beaab
- Full Text :
- https://doi.org/10.1109/icpads51040.2020.00061