A systematic review of homomorphic encryption and its contributions in healthcare industry

K Munjal, R Bhatia - Complex & Intelligent Systems, 2023‏ - Springer
Cloud computing and cloud storage have contributed to a big shift in data processing and its
use. Availability and accessibility of resources with the reduction of substantial work is one of …

Data localization and privacy-preserving healthcare for big data applications: Architecture and future directions

A Verma, P Bhattacharya, Y Patel, K Shah… - … and Smart Cities …, 2022‏ - Springer
With the exponential rise of generated big data in Healthcare 4.0 ecosystems, the data is
shared among multiple stakeholders for analysis and data collection process. During the …

A practical full key recovery attack on tfhe and fhew by inducing decryption errors

B Chaturvedi, A Chakraborty, A Chatterjee… - Cryptology ePrint …, 2022‏ - eprint.iacr.org
Abstract Fully Homomorphic Encryption (FHE) promises to secure our data on the untrusted
cloud, while allowing arbitrary computations. Recent research has shown two side channel …

The Avg-Act Swap and Plaintext Overflow Detection in Fully Homomorphic Operations Over Deep Circuits

I Nam - Proceedings of the Fourteenth ACM Conference on …, 2024‏ - dl.acm.org
Fully homomorphic encryption is a cryptographic scheme that enables any function to be
computed on encrypted data. Although homomorphic evaluation on deep circuits has many …

A Secure Framework for Privacy-Preserving Analytics in Healthcare Records Using Zero-Knowledge Proofs and Blockchain in Multi-Tenant Cloud Environments

SB Babu, KR Jothi - IEEE Access, 2024‏ - ieeexplore.ieee.org
In the realm of healthcare analytics, preserving the privacy of sensitive data while enabling
valuable insights poses a significant challenge, particularly given the increasing prevalence …

On the performance and effectiveness of digital contact tracing in the second wave of COVID-19 in Italy

L Maccari - IEEE Transactions on Computational Social …, 2022‏ - ieeexplore.ieee.org
Contact-tracing smartphone applications have been developed and used as a complement
to manual contact tracing in the COVID-19 pandemic. The goal of these apps is to trace …

A homomorphic encryption service to secure data processing in a cloud/edge continuum context

A Catalfamo, A Celesti, M Fazio… - 2022 9th International …, 2022‏ - ieeexplore.ieee.org
For years, one of the major issues against the adoption of Cloud computing has been
security. Typically, with traditional symmetric and asymmetric encryption schemes, data can …

Secure predictive analysis on heart diseases using partially homomorphic machine learning model

MD Boomija, SV Kasmir Raja - Proceedings of International Joint …, 2022‏ - Springer
Cardiovascular disease is the most important reason for death worldwide and significant
public health distress. Timely prevention and treatment are possible by early prediction of …

Enhanced Privacy and Security Maintenance to Preserve BigData using Cipher Policy

DA Jadhav, JG Thatipudi, V Thakur… - … Conference on I …, 2023‏ - ieeexplore.ieee.org
As the use of big data in cloud computing continues to increase at an exponential rate,
privacy concerns have emerged as a major concern. Every person and business should …

How to strengthen Cloud Computing exploiting solutions to Edge

A Catalfamo - 2023‏ - tesidottorato.depositolegale.it
The present PhD thesis deepens Cloud Computing's known issues proposing different
solutions in order to overcome them. The proposed solutions in the thesis exploit Edge …