Project details for Salad

Screenshot Salad 0.4.1

by chwress - December 17, 2013, 16:05:06 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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Description:

Letter Salad or Salad for short, is an efficient and flexible implementation of the well-known anomaly detection method Anagram by Wang et al. (RAID 2006).

Salad is based on n-gram models, that is, data is represented as all its substrings of length n. During training these n-grams are stored in a Bloom filter. This enables the detector to represent a large number of n-grams in little memory and still being able to efficiently access the data. Salad extends Anagram by allowing various n-gram types, a 2-class version of the detector for classification and various model analysis modes.

Changes to previous version:

Fixes a critical bug that rendered the 0.4.0 release pretty much unusable

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Windows, Unix, Posix, Mac Os X
Data Formats: Binary, Txt
Tags: Sequence Analysis, Sparse Learning
Archive: download here

Other available revisons

Version Changelog Date
0.4.2

Fixes a bug in the unit testing framework on Windows

December 25, 2013, 08:00:12
0.4.1

Fixes a critical bug that rendered the 0.4.0 release pretty much unusable

December 17, 2013, 16:05:06
0.4.0

Support for processing network dumps and capturing packets and streams directly from network interfaces. Furthermore we integrated unit tests, established a logging infrastructure for more consistent output and fixed various bugs.

November 28, 2013, 16:13:40
0.3.5

Initial Announcement on mloss.org.

October 15, 2013, 11:00:26

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