Mutual Information Analysis: a Comprehensive Study
نویسندگان
چکیده
منابع مشابه
A Comprehensive Evaluation of Mutual Information Analysis Using a Fair Evaluation Framework
The resistance of cryptographic implementations to side channel analysis is matter of considerable interest to those concerned with information security. It is particularly desirable to identify the attack methodology (e.g. di erential power analysis using correlation or distance-of-means as the distinguisher) able to produce the best results. Attempts to answer this question are complicated by...
متن کاملMutual Information Coefficient Analysis
In the domain of the Side Channel Attacks, various statistical tools have succeeded to retrieve a secret key, as the Pearson coefficient or the Mutual Information. In this paper we propose to study the Maximal Information Coefficient (MIC) which is a non-parametric method introduced by Reshef et al. [13] to compare two random variables. The MIC is based on the mutual information but it is easie...
متن کاملClustering of a Number of Genes Affecting in Milk Production using Information Theory and Mutual Information
Information theory is a branch of mathematics. Information theory is used in genetic and bioinformatics analyses and can be used for many analyses related to the biological structures and sequences. Bio-computational grouping of genes facilitates genetic analysis, sequencing and structural-based analyses. In this study, after retrieving gene and exon DNA sequences affecting milk yield in dairy ...
متن کاملThe effect of mutual information on independent component analysis in EEG/MEG analysis: a simulation study.
OBJECTIVE This study investigated the influence of mutual information (MI) on temporal and dipole reconstruction based on independent components (ICs) derived from independent component analysis (ICA). METHOD Artificial electroencephalogram (EEG) datasets were created by means of a neural mass model simulating cortical activity of two neural sources within a four-shell spherical head model. M...
متن کاملMutual Information Analysis with Similarity Measure
Discussion and analysis about relative mutual information has been carried out through fuzzy entropy and similarity measure. Fuzzy relative mutual information measure (FRIM) plays an important part as a measure of information shared between two fuzzy pattern vectors. This FRIM is analyzed and explained through similarity measure between two fuzzy sets. Furthermore, comparison between two measur...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Cryptology
سال: 2010
ISSN: 0933-2790,1432-1378
DOI: 10.1007/s00145-010-9084-8