Hiding a Needle in a Haystack: Privacy Preserving Apriori algorithm inMapReduce Framework

@inproceedings{Jung2014HidingAN,
  title={Hiding a Needle in a Haystack: Privacy Preserving Apriori algorithm inMapReduce Framework},
  author={Kangsoo Jung and Sehwa Park and Seog Park},
  booktitle={PSBD@CIKM},
  year={2014}
}
In the last few years, Hadoop become a "de facto" standard to process large scale data as an open source distributed system. With combination of data mining techniques, Hadoop improve data analysis utility. That is why, there are amount of research is studied to apply data mining technique to mapreduce framework in Hadoop. However, data mining have a possibility to cause a privacy violation and this threat is a huge obstacle for data mining using Hadoop. To solve this problem, numerous studies… CONTINUE READING