@McGill-DMaS

Data Mining and Security Lab

@ McGill University

  • Publishing Set-Valued Data via Differential Privacy [PVLDB 2011] - convert a transaction data set into a differentially-private version while maintaining its capability for handling count queries and data mining tasks

    C++ 7 7 Updated Apr 20, 2018
  • Differentially private multidimensional data publishing

    C++ 2 2 Updated Apr 18, 2018
  • The Kam1n0 Assembly Analysis Platform

    Python 262 60 Apache-2.0 Updated Mar 30, 2018
  • Learning Stylometric Representation for Authorship Analysis

    Java 1 3 Updated Nov 7, 2017
  • Anonymizing trajectory data for passenger flow analysis [TRC 2014] - anonymize a trajectory dataset to achieve LK-privacy by using local suppression for flowgraph analysis

    C# 2 2 Updated Sep 11, 2015
  • Centralized and distributed anonymization for high-dimensional healthcare data [TKDD 2010] - anonymize a relational dataset to achieve LKC-privacy

    C++ 7 4 Updated Sep 11, 2015
  • Privacy-preserving heterogeneous health data sharing [JAMIA 2013] - convert a relational data set and a set-valued data set into a differentially-private version while maintaining its capability for data mining

    C++ 3 4 Updated Sep 11, 2015
  • Differentially private data release for data mining [SIGKDD 2011] - convert a relational data set into a differentially-private version while maintaining its capability for data mining

    C++ 11 8 Updated Sep 11, 2015
  • Privacy-preserving trajectory stream publishing [DKE 2014] - anonymize a continuous trajectory data stream for achieving LKC-privacy

    C++ 4 2 Updated Sep 11, 2015
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