Differential privacy for industrial internet of things: Opportunities, applications, and challenges
The development of Internet of Things (IoT) brings new changes to various fields.
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …
Privacy-enhancing technologies in biomedical data science
The rapidly growing scale and variety of biomedical data repositories raise important privacy
concerns. Conventional frameworks for collecting and sharing human subject data offer …
concerns. Conventional frameworks for collecting and sharing human subject data offer …
Genetic data sharing and artificial intelligence in the era of personalized medicine based on a cross‐sectional analysis of the Saudi human genome program
The success of the Saudi Human Genome Program (SHGP), one of the top ten genomic
programs worldwide, is highly dependent on the Saudi population embracing the concept of …
programs worldwide, is highly dependent on the Saudi population embracing the concept of …
Locally differentially private high-dimensional data synthesis
X Chen, C Wang, Q Yang, T Hu, C Jiang - Science China Information …, 2023 - Springer
In local differential privacy (LDP), a challenging problem is the ability to generate high-
dimensional data while efficiently capturing the correlation between attributes in a dataset …
dimensional data while efficiently capturing the correlation between attributes in a dataset …
Methods of privacy-preserving genomic sequencing data alignments
D Lu, Y Zhang, L Zhang, H Wang… - Briefings in …, 2021 - academic.oup.com
Genomic data alignment, a fundamental operation in sequencing, can be utilized to map
reads into a reference sequence, query on a genomic database and perform genetic tests …
reads into a reference sequence, query on a genomic database and perform genetic tests …
PPM-SEM: A privacy-preserving mechanism for sharing electronic patient records and medical images in telemedicine
Despite the various privacy protection methods that are available through medical services
platforms, it is still challenging for patients to achieve a desirable level of privacy protection …
platforms, it is still challenging for patients to achieve a desirable level of privacy protection …
A survey on genomic data by privacy-preserving techniques perspective
B Abinaya, S Santhi - Computational Biology and Chemistry, 2021 - Elsevier
Nowadays, the purpose of human genomics is widely emerging in health-related problems
and also to achieve time and cost-efficient healthcare. Due to advancement in genomics and …
and also to achieve time and cost-efficient healthcare. Due to advancement in genomics and …
A safe virtual machine scheduling strategy for energy conservation and privacy protection of server clusters in cloud data centers
X Han, C Mu, J Zhu, H Jia - IEEE Transactions on Sustainable …, 2023 - ieeexplore.ieee.org
With the increasing scale of cloud data centers (CDCs), the energy consumption of CDCs is
sharply increasing. In this article, an efficient energy-saving strategy is proposed for CDCs …
sharply increasing. In this article, an efficient energy-saving strategy is proposed for CDCs …
Differentially private approximate pattern matching
TA Steiner - arXiv preprint arXiv:2311.07415, 2023 - arxiv.org
In this paper, we consider the $ k $-approximate pattern matching problem under differential
privacy, where the goal is to report or count all substrings of a given string $ S $ which have …
privacy, where the goal is to report or count all substrings of a given string $ S $ which have …
Privacy-preserving genomic statistical analysis under local differential privacy
A Yamamoto, T Shibuya - IFIP Annual Conference on Data and …, 2023 - Springer
As the amount of personal genomic information and privacy concerns in data publication
have been growing, several studies have pointed out that the presence information of a …
have been growing, several studies have pointed out that the presence information of a …