| Title | Development of the Algorithm to Ensure the Protection of Confidential Data in Cloud Medical Information System |
| Publication Type | Conference Paper |
| Year of Publication | 2021 |
| Authors | Babenko, Liudmila, Shumilin, Alexander, Alekseev, Dmitry |
| Conference Name | 2021 14th International Conference on Security of Information and Networks (SIN) |
| Keywords | cloud computing, Computer architecture, homomorphic encryption, Information security, machine learning algorithms, medical cloud information system, personal data, pubcrawl, Scalability, security scalability, standardization, telemedicine |
| Abstract | The main purpose to ensure the security for confidential medical data is to develop and implement the architecture of a medical cloud system, for storage, systematization, and processing of survey results (for example EEG) jointly with an algorithm for ensuring the protection of confidential data based on a fully homomorphic cryptosystem. The most optimal algorithm based on the test results (analysis of the time of encryption, decryption, addition, multiplication, the ratio of the signal-to-noise of the ciphertext to the open text), has been selected between two potential applicants for using (BFV and CKKS schemes). As a result, the CKKS scheme demonstrates maximal effectiveness in the context of the criticality of the requirements for an important level of security. |
| DOI | 10.1109/SIN54109.2021.9699356 |
| Citation Key | babenko_development_2021 |
Development of the Algorithm to Ensure the Protection of Confidential Data in Cloud Medical Information System