Privacy preserving large scale DNA read-mapping in MapReduce framework using FPGAs.
Lei XuHan-Yee KimXi WangWeidong ShiTaeweon SuhPublished in: FPL (2014)
Keyphrases
- privacy preserving
- mapreduce framework
- cloud computing
- privacy preserving data mining
- data privacy
- privacy preservation
- large scale data sets
- vertically partitioned data
- private information
- multi party
- private data
- privacy protection
- privacy concerns
- real world
- scalar product
- frequent itemset mining
- sensitive data
- machine learning
- data sets
- record linkage
- differential privacy
- sensitive information
- data management
- read write
- secure multiparty computation
- privacy preserving association rule mining
- privacy issues
- knowledge discovery