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Better bootstrap** for approximate homomorphic encryption
Abstract After Cheon et al.(Asiacrypt'17) proposed an approximate homomorphic encryption
scheme, HEAAN, for operations between encrypted real (or complex) numbers, the scheme …
scheme, HEAAN, for operations between encrypted real (or complex) numbers, the scheme …
Privacy mechanisms and evaluation metrics for Synthetic Data Generation: A systematic review
The growth of data publishing, sharing, and mining mechanisms in various fields of industry
and science has led to an increase in the flow of data, making it an important asset that …
and science has led to an increase in the flow of data, making it an important asset that …
[HTML][HTML] Evaluation of privacy risks of Patients' data in China: Case study
Background: Patient privacy is a ubiquitous problem around the world. Many existing studies
have demonstrated the potential privacy risks associated with sharing of biomedical data …
have demonstrated the potential privacy risks associated with sharing of biomedical data …
[PDF][PDF] Differential Privacy: Toward a Better Tuning of the Privacy Budget (ε) Based on Risk.
Companies have key concerns about privacy issues when dealing with big data. Many
studies show that privacy preservation models such as Anonymization, k-Anonymity, l …
studies show that privacy preservation models such as Anonymization, k-Anonymity, l …
Non-repudiation and privacy-preserving sharing of electronic health records
In this work, we present a framework that facilitates the sharing of EHRs among the
community of health-care providers (HCPs). However, the sharing might be obstructed by …
community of health-care providers (HCPs). However, the sharing might be obstructed by …
OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning
The precision of insulin dosage is essential in the process of diabetes treatment. The fact is
providing precise dosage is almost impossible for clinicians since blood sugar levels are …
providing precise dosage is almost impossible for clinicians since blood sugar levels are …
Artificial intelligence in medicine and privacy preservation
The widespread applicability of medical artificial intelligence systems hinges on their
development and validation on large, diverse, and representative datasets. So far, such …
development and validation on large, diverse, and representative datasets. So far, such …
Towards Real-Time Privacy-Preserving Surveillance Systems
E Bentafat - 2021 - search.proquest.com
Surveillance systems on a massive scale can be a vital tool for law enforcement agencies. In
fact, an effective surveillance system automatically monitors all available data feeds in …
fact, an effective surveillance system automatically monitors all available data feeds in …