Author : Md Safiur Rahman Mahdi
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)
Book Synopsis Privacy-preserving Biomedical Data Sharing and Computation by : Md Safiur Rahman Mahdi
Download or read book Privacy-preserving Biomedical Data Sharing and Computation written by Md Safiur Rahman Mahdi and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic data is being produced rapidly by both individuals and enterprises and needs to be outsourced from local machines to a cloud for better flexibility. Outsourcing also eliminates the local storage management problem for data owners. However, sensitive data must be encrypted by data owners before outsourcing in the cloud to protect data privacy and security. Since genomic data is huge in volume, it is challenging to execute researchers' queries securely and efficiently. In this thesis, I have developed various models for secure sharing and computation on genomic data in a third party cloud server. The security of the shared data is guaranteed through encryption while making the overall computation fast and scalable enough for real-life biomedical applications. In particular, I propose different methods for secure sharing and computation on genomic data such as secure count query, secure similar patients query, secure substring, and set-maximal search.