Description Details Author(s) References Examples
The PRISMA package is capable of loading and processing huge text corpora processed with the sally toolbox (http://www.mlsec.org/sally/). sally acts as a very fast preprocessor which splits the text files into tokens or n-grams. These output files can then be read with the PRISMA package which applies testing-based token selection and has some replicate-aware, highly tuned non-negative matrix factorization and principal component analysis implementation which allows the processing of very big data sets even on desktop machines.
Package: | PRISMA |
Type: | Package |
Version: | 0.2 |
Date: | 2013-04-03 |
License: | GPL (>=2.0) |
Tammo Krueger, Nicole Kraemer
Maintainer: Tammo Krueger <tammokrueger@googlemail.com>
Krueger, T., Gascon, H., Kraemer, N., Rieck, K. (2012) Learning Stateful Models for Network Honeypots 5th ACM Workshop on Artificial Intelligence and Security (AISEC 2012), accepted
Krueger, T., Kraemer, N., Rieck, K. (2011) ASAP: Automatic Semantics-Aware Analysis of Network Payloads Privacy and Security Issues in Data Mining and Machine Learning - International ECML/PKDD Workshop. Lecture Notes in Computer Science 6549, Springer. 50 - 63
1 | # please see the vingette for examles
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