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WISA
2009
Springer
13 years 11 months ago
A Comparative Study of Mutual Information Analysis under a Gaussian Assumption
In CHES 2008 a generic side-channel distinguisher, Mutual Information, has been introduced to be independent of the relation between measurements and leakages as well as between le...
Amir Moradi, Nima Mousavi, Christof Paar, Mahmoud ...
JOC
2011
94views more  JOC 2011»
12 years 7 months ago
Mutual Information Analysis: a Comprehensive Study
Mutual Information Analysis is a generic side-channel distinguisher that has been introduced at CHES 2008. It aims to allow successful attacks requiring minimum assumptions and kno...
Lejla Batina, Benedikt Gierlichs, Emmanuel Prouff,...
ICASSP
2008
IEEE
13 years 11 months ago
A new mutual information measure for independent component alalysis
Independent component analysis (ICA) is a popular approach for blind source separation (BSS). In this study, we develop a new mutual information measure for BSS and unsupervised l...
Jen-Tzung Chien, Hsin-Lung Hsieh, Sadaoki Furui
BMCBI
2007
148views more  BMCBI 2007»
13 years 4 months ago
Evaluation of gene-expression clustering via mutual information distance measure
Background: The definition of a distance measure plays a key role in the evaluation of different clustering solutions of gene expression profiles. In this empirical study we compa...
Ido Priness, Oded Maimon, Irad E. Ben-Gal
IACR
2011
134views more  IACR 2011»
12 years 4 months ago
An Exploration of the Kolmogorov-Smirnov Test as Competitor to Mutual Information Analysis
A theme of recent side-channel research has been the quest for distinguishers which remain eective even when few assumptions can be made about the underlying distribution of the m...
Carolyn Whitnall, Elisabeth Oswald, Luke Mather