R: PRISMA - Protocol Inspection and State Machine Analysis
PRISMA-package
R Documentation
PRISMA - Protocol Inspection and State Machine Analysis
Description
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.
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