PRISMA-package: Protocol Inspection and State Machine Analysis

In PRISMA: Protocol Inspection and State Machine Analysis

Description

Loads and processes 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.

Details

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Author(s)

Tammo Krueger, Nicole Kraemer

Maintainer: Tammo Krueger <[e-mail]>

References

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

Examples

# please see the vingette for examples

Example output

Loading required package: Matrix
Loading required package: gplots

Attaching package: 'gplots'

The following object is masked from 'package:stats':

    lowess

Loading required package: ggplot2

PRISMA documentation built on May 1, 2019, 10:15 p.m.