[Review] Host Based Intrusion Detection System Using Frequency Analysis of N-Gram Terms

Oct 27, 2021 • Pranjal Chakraborty • HIDS CNN RNN Review

Host Based Intrusion Detection System Using Frequency Analysis of N-Gram Terms, 2017

Key informations

Dataset: ADFA-LD
Architecture: SVM, MLP etc., based on n-gram vector representation model.
Reduced dimentionality resulted in efficiency.

Information from the paper

Attack types: Hydra-FTP, Hydra-SSH, Adduser, Java-Meterpreter, Meterpreter, Webshell.

Possible improvement(s)

N/A.