Privacy-Aware Single-Nucleotide Polymorphisms (SNPs) Using Bilinear Group Accumulators in Batch Mode

Buchanan, William; Grierson, Sam; Uribe, Daniel

Abstract

Biometric data is often highly sensitive, and a leak of this data can lead to serious privacy breaches. Some of the most sensitive of this type of data relates to the usage of DNA data on individuals. A leak of this type of data without consent could lead to privacy breaches of data protection laws. Along with this, there have been several recent data breaches related to the leak of DNA information, including from 23andMe and Ancestry. It is thus fundamental that a citizen should have the right to know if their DNA data is contained within a DNA database and ask for it to be removed if they are concerned about its usage. This paper outlines a method of hashing the core information contained within the data stores - known as Single-Nucleotide Polymorphisms (SNPs) - into a bilinear group accumulator in batch mode, which can then be searched by a trusted entity for matches. The time to create the witness proof and to verify were measured at 0.86~ms and 10.90~ms, respectively.

Citation

Buchanan, W., Grierson, S., & Uribe, D. (2024, February). Privacy-Aware Single-Nucleotide Polymorphisms (SNPs) Using Bilinear Group Accumulators in Batch Mode. Presented at 10th International Conference on Information Systems Security and Privacy, Rome, Italy

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 10th International Conference on Information Systems Security and Privacy
• Start Date: Feb 26, 2024
• End Date: Feb 28, 2024
• Publication Date: 2024
• Deposit Date: Mar 10, 2024
• Publicly Available Date: Mar 11, 2024
• Publisher: Scitepress Digital Library
• Volume: 1
• Pages: 226-233
• Series ISSN: 2184-4356
• Book Title: Proceedings of the 10th International Conference on Information Systems Security and Privacy
• ISBN: 978-989-758-683-5
• DOI: https://doi.org/10.5220/0012454300003648
• Keywords: Accumulators, Genomic Privacy, Bilinear Group
• Public URL: http://researchrepository.napier.ac.uk/Output/3558763