Data Mining and Security Lab

Data Mining and Security Lab's repositories

Kam1n0-Community

The Kam1n0 Assembly Analysis Platform

Language:CApache-2.0610 51 48

Privacy-DiffGen

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

Language:C++NOASSERTION16 40

Authorship-StyloMatrix

Learning Stylometric Representation for Authorship Analysis

Language:JavaNOASSERTION9 3 1

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

Language:C++NOASSERTION9 4 2

Privacy-PAIS

Centralized and distributed anonymization for high-dimensional healthcare data [TKDD 2010] - anonymize a relational dataset to achieve LKC-privacy

Language:C++NOASSERTION8 30

Privacy-DiffGen-Hetero

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

Language:C++NOASSERTION5 3 1

Authorship-Anonymization

Authorship Anonymization through Style Transfer

Language:Python4 2 5

Privacy-DiffMulti

Differentially private multidimensional data publishing

Language:C++NOASSERTION4 30

IFFNN

IFFNN: Interpretable Feedforward Neural Network

Language:PythonGPL-2.02 30

Privacy-TALF

Anonymizing trajectory data for passenger flow analysis [TRC 2014] - anonymize a trajectory dataset to achieve LK-privacy by using local suppression for flowgraph analysis

Language:C#NOASSERTION2 20