Differential private random forest

@article{Patil2014DifferentialPR,
  title={Differential private random forest},
  author={Abhijit Patil and Sanjay Singh},
  journal={2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI)},
  year={2014},
  pages={2623-2630}
}
Organizations be it private or public often collect personal information about an individual who are their customers or clients. The personal information of an individual is private and sensitive which has to be secured from data mining algorithm which an adversary may apply to get access to the private information. In this paper we have consider the problem of securing these private and sensitive information when used in random forest classifier in the framework of differential privacy. We… CONTINUE READING

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