Multi-cloud privacy-preserving logistic regression

Multi-cloud privacy-preserving logistic regression

Clouds can significantly reduce the cost and time of business solutions. However, cloud services introduce significant security and privacy challenges when they process sensitive information. For instance, a dataset for machine learning could contain delicate information that traditional encryption...

Сохранить в:

书目详细资料
Главные авторы:	Babenko, M. G., Бабенко, М. Г.
格式:	Статья
语言:	English
出版:	Springer Science and Business Media Deutschland GmbH 2022
主题:	Cloud security Secure multi-party computation Homomorphic encryption Privacy-preserving logistic regression Residue number system (RNS) Quality control
在线阅读:	https://dspace.ncfu.ru/handle/20.500.12258/18617
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

LR-GD-RNS: Enhanced privacy-preserving logistic regression algorithms for secure deployment in untrusted environments
由: Babenko, M. G., и др.
出版: (2021)

Privacy-preserving logistic regression as a cloud service based on residue number system
由: Babenko, M. G., и др.
出版: (2021)

Privacy-preserving neural networks with Homomorphic encryption: Challenges and opportunities
由: Babenko, M. G., и др.
出版: (2021)

A survey on privacy-preserving machine learning with fully homomorphic encryption
由: Babenko, M. G., и др.
出版: (2021)

A survey on multi-cloud storage security: threats and countermeasures
由: Bezuglova, E. S., и др.
出版: (2023)

Experimental analysis of secret sharing schemes for cloud storage based on rns
由: Babenko, M. G., и др.
出版: (2018)

2Lbp-RRNS: two-levels RRNS with backpropagation for increased reliability and privacy-preserving of secure multi-clouds data storage
由: Babenko, M. G., и др.
出版: (2020)

Analysis of secured distributed cloud data storage based on multilevel RNS
由: Babenko, M. G., и др.
出版: (2018)

Security analysis of homomorphic encryption scheme for cloud computing: known-plaintext attack
由: Babenko, M. G., и др.
出版: (2018)

Secure verifiable secret short sharing scheme for multi-cloud storage
由: Deryabin, M. A., и др.
出版: (2018)

Data reliability and redundancy optimization of a secure multi-cloud storage under uncertainty of errors and falsifications
由: Babenko, M. G., и др.
出版: (2019)

Towards reliable low cost distributed storage in multi-clouds
由: Chervyakov, N. I., и др.
出版: (2018)

Development of a secure system for distributed data storage and processing in the clouds based on the concept of active security in RNS
由: Chervyakov, N. I., и др.
出版: (2018)

Adaptive encrypted cloud storage model
由: Chervyakov, N. I., и др.
出版: (2018)

Towards understanding uncertainty in cloud computing with risks of confidentiality, integrity, and availability
由: Babenko, M. G., и др.
出版: (2019)

One plaintext attack on the BFV scheme
由: Shiriaev, E. M., и др.
出版: (2021)

Multi-objective configuration of a secured distributed cloud data storage
由: Babenko, M. G., и др.
出版: (2020)

Analytical Review of Confidential Artificial Intelligence: Methods and Algorithms for Deployment in Cloud Computing
由: Shiriaev, E. M., и др.
出版: (2024)

An Overview of Modern Fully Homomorphic Encryption Schemes
由: Bezuglova, E. S., и др.
出版: (2023)

A Comparative Study of Secure Outsourced Matrix Multiplication Based on Homomorphic Encryption
由: Babenko, M. G., и др.
出版: (2023)

Euclidean division method for the homomorphic scheme CKKS
由: Babenko, M. G., и др.
出版: (2021)

The Development of probabilistic algorithm of monitoring a result correctness for cloud computing in residue number system
由: Chervyakov, N. I., и др.
出版: (2018)

Towards understanding uncertainty in cloud computing with risks of confidentiality, integrity, and availability
由: Babenko, M. G., и др.
出版: (2018)

AR-RRNS: configurable reliable distributed data storage systems for Internet of Things to ensure security
由: Chervyakov, N. I., и др.
出版: (2019)

Bi-objective analysis of an adaptive secure data storage in a multi-cloud
由: Babenko, M. G., и др.
出版: (2019)

To the evaluation of the parameters of the regression equation between the radiometric and geological testing
由: Zakharova, N. I., и др.
出版: (2020)

AC-RRNS: anti-collusion secured data sharing scheme for cloud storage
由: Babenko, M. G., и др.
出版: (2018)

AC-RRNS: Anti-collusion secured data sharing scheme for cloud storage
由: Babenko, M. G., и др.
出版: (2018)

“Green” Standards as a Tool for Preserving the Environment
由: Chernyavskaya, A. V., и др.
出版: (2024)

Research of transport logistics methods in road construction
由: Kulagovskaya, T. A., и др.
出版: (2021)

WA-RRNS: reliable data storage system based on multi-cloud
由: Babenko, M. G., и др.
出版: (2018)

Non-use of force agreement as a factor of influence on security issues in the system of international relations (on the example of georgian-ossetian conflict and conflicts in Europe)
由: Galkina, E. V., и др.
出版: (2020)

Development of a control system for computations in boinc with homomorphic encryption in residue number system
由: Babenko, M. G., и др.
出版: (2018)

Development of a control system for computations in boinc with homomorphic encryption in residue number system
由: Babenko, M. G., и др.
出版: (2018)

Geofinancial safety of regions: theory and methodology
由: Chuvilova, O. N., и др.
出版: (2019)

Analysis of attacks on robotic operation system
由: Azarov, I. V., и др.
出版: (2022)

Analysis of residue number system corrective properties for designing reliable cloud storage
由: Berezhnoy, V. V., и др.
出版: (2021)

Information protection in digital communication systems textbook
由: Golikov, A. M.

Synthesis of nonlinear regression models of magnetic nanofluid microlayer capacitance
由: Demin, M. S., и др.
出版: (2020)

Architecture development of cloud-based fail-safe privacy data storage and processing system
由: Kucherov, N. N., и др.
出版: (2020)