Towards secure big data analytic for cloud-enabled applications with fully homomorphic encryption

A Alabdulatif, I Khalil, X Yi - Journal of Parallel and Distributed Computing, 2020 - Elsevier
Cloud computing empowers enterprises to efficiently manage big data and discovery of
useful information which are the most fundamental challenges for big data enabled …

[HTML][HTML] Towards secure big data analysis via fully homomorphic encryption algorithms

R Hamza, A Hassan, A Ali, MB Bashir, SM Alqhtani… - Entropy, 2022 - mdpi.com
Privacy-preserving techniques allow private information to be used without compromising
privacy. Most encryption algorithms, such as the Advanced Encryption Standard (AES) …

Secure data analytics for cloud-integrated internet of things applications

H Kumarage, I Khalil, A Alabdulatif… - IEEE Cloud …, 2016 - ieeexplore.ieee.org
Cloud-integrated Internet of Things (IoT) is emerging as the next-generation service platform
that enables smart functionality worldwide. IoT applications such as smart grid and power …

Survey on fully homomorphic encryption, theory, and applications

C Marcolla, V Sucasas, M Manzano… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Data privacy concerns are increasing significantly in the context of the Internet of Things,
cloud services, edge computing, artificial intelligence applications, and other applications …

Pyfhel: Python for homomorphic encryption libraries

A Ibarrondo, A Viand - Proceedings of the 9th on Workshop on …, 2021 - dl.acm.org
Fully Homomorphic Encryption (FHE) allows private computation over encrypted data,
disclosing neither the inputs, intermediate values nor results. Thanks to recent advances …

Using fully homomorphic encryption for statistical analysis of categorical, ordinal and numerical data

W Lu, S Kawasaki, J Sakuma - Cryptology ePrint Archive, 2016 - eprint.iacr.org
In recent years, there has been a growing trend towards outsourcing of computational tasks
with the development of cloud services. The Gentry's pioneering work of fully homomorphic …

Advanced fully homomorphic encryption scheme over real numbers

K Gai, M Qiu, Y Li, XY Liu - 2017 IEEE 4th international …, 2017 - ieeexplore.ieee.org
The broad implementation of cloud computing have led to a dramatically growing in
exchanging and using data throughout multiple parties. The main problem restricting the …

Privacy-preserving data processing with flexible access control

D Wenxiu, Z Yan, RH Deng - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Cloud computing provides an efficient and convenient platform for cloud users to store,
process and control their data. Cloud overcomes the bottlenecks of resource-constrained …

Assessment of cloud-based health monitoring using homomorphic encryption

O Kocabas, T Soyata, JP Couderc… - 2013 ieee 31st …, 2013 - ieeexplore.ieee.org
Current financial and regulatory pressure has provided strong incentives to institute better
disease prevention, improved patient monitoring, and push US healthcare into the digital …

[PDF][PDF] Survey on mobile cloud computing

RA Bajad, M Srivastava, A Sinha - International Journal of …, 2012 - researchgate.net
The cloud heralds a new era of computing where application services are provided through
the Internet. Cloud computing can enhance the computing capability of mobile systems, but …