Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics
This paper extends a series of experiments performed by Schonlau et al. [1] on the detection of computer masqueraders (i.e. illegitimate users trying to impersonate legitimate ones). A compression-based classication algorithm called Normalized Compression Distance or NCD, developed by Vitányi et al....
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Formato: | Articulo |
Lenguaje: | Inglés |
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2007
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Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/135730 https://publicaciones.sadio.org.ar/index.php/EJS/article/view/95 |
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I19-R120-10915-135730 |
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institution |
Universidad Nacional de La Plata |
institution_str |
I-19 |
repository_str |
R-120 |
collection |
SEDICI (UNLP) |
language |
Inglés |
topic |
Ciencias Informáticas Kolmogorov complexity command behavior masquerade detection normalized compression distance similarity metrics |
spellingShingle |
Ciencias Informáticas Kolmogorov complexity command behavior masquerade detection normalized compression distance similarity metrics Bertacchini, Maximiliano Fierens, Pablo I. Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
topic_facet |
Ciencias Informáticas Kolmogorov complexity command behavior masquerade detection normalized compression distance similarity metrics |
description |
This paper extends a series of experiments performed by Schonlau et al. [1] on the detection of computer masqueraders (i.e. illegitimate users trying to impersonate legitimate ones). A compression-based classication algorithm called Normalized Compression Distance or NCD, developed by Vitányi et al. [2] is applied on the same data set. It is shown that the NCD-based approach performs as well as the methods previously tried by Schonlau et al. Future work, possible enhancements and directions of further research on this topic are presented as well. |
format |
Articulo Articulo |
author |
Bertacchini, Maximiliano Fierens, Pablo I. |
author_facet |
Bertacchini, Maximiliano Fierens, Pablo I. |
author_sort |
Bertacchini, Maximiliano |
title |
Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
title_short |
Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
title_full |
Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
title_fullStr |
Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
title_full_unstemmed |
Preliminary Results on Masquerader Detection using Compression Based Similarity Metrics |
title_sort |
preliminary results on masquerader detection using compression based similarity metrics |
publishDate |
2007 |
url |
http://sedici.unlp.edu.ar/handle/10915/135730 https://publicaciones.sadio.org.ar/index.php/EJS/article/view/95 |
work_keys_str_mv |
AT bertacchinimaximiliano preliminaryresultsonmasqueraderdetectionusingcompressionbasedsimilaritymetrics AT fierenspabloi preliminaryresultsonmasqueraderdetectionusingcompressionbasedsimilaritymetrics |
bdutipo_str |
Repositorios |
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1764820455597801474 |