Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions
Functional genomics data from many studies are widely shared publicly for their value in biomedical and disease research. Here, the authors show sensitive information leakage is possible by analyzing functional genomics signal profiles, and develop an anonymization procedure for privacy protection.
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2018-06-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-018-04875-5 |
| _version_ | 1818341912926486528 |
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| author | Arif Harmanci Mark Gerstein |
| author_facet | Arif Harmanci Mark Gerstein |
| author_sort | Arif Harmanci |
| collection | DOAJ |
| description | Functional genomics data from many studies are widely shared publicly for their value in biomedical and disease research. Here, the authors show sensitive information leakage is possible by analyzing functional genomics signal profiles, and develop an anonymization procedure for privacy protection. |
| first_indexed | 2024-12-13T16:06:20Z |
| format | Article |
| id | doaj.art-fa2b25c74d2e4a33b85187bb090cb7b2 |
| institution | Directory Open Access Journal |
| issn | 2041-1723 |
| language | English |
| last_indexed | 2024-12-13T16:06:20Z |
| publishDate | 2018-06-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj.art-fa2b25c74d2e4a33b85187bb090cb7b22022-12-21T23:39:03ZengNature PortfolioNature Communications2041-17232018-06-019111010.1038/s41467-018-04875-5Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletionsArif Harmanci0Mark Gerstein1Program in Computational Biology and Bioinformatics, Yale UniversityProgram in Computational Biology and Bioinformatics, Yale UniversityFunctional genomics data from many studies are widely shared publicly for their value in biomedical and disease research. Here, the authors show sensitive information leakage is possible by analyzing functional genomics signal profiles, and develop an anonymization procedure for privacy protection.https://doi.org/10.1038/s41467-018-04875-5 |
| spellingShingle | Arif Harmanci Mark Gerstein Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions Nature Communications |
| title | Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| title_full | Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| title_fullStr | Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| title_full_unstemmed | Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| title_short | Analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| title_sort | analysis of sensitive information leakage in functional genomics signal profiles through genomic deletions |
| url | https://doi.org/10.1038/s41467-018-04875-5 |
| work_keys_str_mv | AT arifharmanci analysisofsensitiveinformationleakageinfunctionalgenomicssignalprofilesthroughgenomicdeletions AT markgerstein analysisofsensitiveinformationleakageinfunctionalgenomicssignalprofilesthroughgenomicdeletions |