laplace-perturbation-mechanism

There are 0 repository under laplace-perturbation-mechanism topic.

• CMU-SAFARI / SNP-Selective-Hiding

  An optimization-based mechanism :dna: :closed_lock_with_key: to selectively hide the minimum number of overlapping SNPs among the family members :family_man_woman_girl_boy: who participated in the genomic studies (i.e. GWAS). Our goal is to distort the dependencies among the family members in the original database for achieving better privacy without significantly degrading the data utility.

  differential-privacydata-privacygenomicsgenomic-data-analysisgenomic-privacylaplace-perturbation-mechanismgwasgenomic-datasetdata-utilitylaplace-distribution
  Language:MATLAB 4