nac (Network Anomaly Classifier)

Install OPAM

• Install opam (https://opam.ocaml.org/doc/Install.html)

Setup OPAM and OCaml

• Initalize OPAM in any directory of your choice (usually your home directory):

opam init

• List the available compiler versions:

opam switch

• Install OCaml:

opam switch x.y.z

Current latest one:

opam switch 4.02.3

• Add our custom opam repository:

opam remote add por-dev [email protected]:johanmazel/por-dev.git

or

opam remote add por-dev https://github.com/johanmazel/por-dev.git

• Update package list:

opam update

• Install our libraries:

opam install ocaml-nac_lib

Note: You will probably need to install dependancies such as the GNU Scientific Library.

On debian:

sudo apt-get install libgsl-dev

• Additional information (https://opam.ocaml.org/doc/Usage.html)

Tool compilation

opam install itv-tree

make

Usages

Trace and XML

ctx mode: classify anomalies annotated in an xml file and located in a network trace using:

• anomaly_taxonomy: a description of network anomalies (e.g. http://www.fukuda-lab.org/mawilab/classification/taxonomy_v1.23.zip to uncompress)
• trace.dump: PCAP traffic trace containing anomalies network traffic
• admd.xml: a XML file that describes occurring anomalies (http://admd.sourceforge.net/)

./nac.native ctx taxonomy_v1.23/anomaly_taxonomy trace.dump admd.xml

Trace and MAWILab XML

ctmx mode: classify anomalies annotated in a "anomalous/suspicious" xml file and a "notice" XML file, and, located in a network trace using:

• anomaly_taxonomy
• trace.dump
• anomalous_suspicious_admd.xml
• notice_admd.xml

./nac.native ctmx taxonomy_v1.23/anomaly_taxonomy trace.dump anomalous_suspicious_admd.xml notice_admd.xml

Trace

ct mode: classify anomalies in a network trace using:

• anomaly_taxonomy
• trace.dump

./nac.native ctmx taxonomy_v1.23/anomaly_taxonomy trace.dump