A survey on genomic data by privacy-preserving techniques perspective

Area of Science:

• Genomics
• Bioinformatics
• Health Informatics

Background:

• Human genomics research is increasingly vital for healthcare advancements and efficiency.
• The accessibility of genomic data raises significant privacy concerns.
• Untrusted third parties pose a risk of exposing sensitive individual genomic information.

Purpose of the Study:

• To address the growing privacy challenges in genomic data management.
• To explore privacy-preserving techniques for secure genomic data handling.
• To highlight the need for future research in secure and private genomic computation.

Main Methods:

• Review of existing privacy-preserving techniques for genomic data.
• Discussion of cryptographic methods applied to genomic data security.
• Analysis of privacy risks associated with data querying, access, storage, and computation.

Main Results:

• Identification of privacy vulnerabilities in current genomic data practices.
• Overview of implemented privacy-preserving strategies and cryptographic solutions.
• Emphasis on the necessity of balancing data utility with individual privacy.

Conclusions:

• Effective privacy-preserving techniques are crucial for ethical genomic research.
• Further research is required to enhance the efficiency and accuracy of secure genomic data computation.
• Balancing data accessibility for research with robust privacy protection is paramount.