Speaker
Kim Morgan de Oliveira Ito Porto
(Sao Paulo State University (UNESP))
Description
A brief presentation on detecting and classifying DGA domains identified in real-world traffic using Passive DNS and Deep Learning.
We present the principles of DGA and Botnets, the fundamentals of Passive DNS and the tool used, and the Monitoring Panel that uses Deep Learning models integrated with Passive DNS to identify and classify these malicious domains in the São Paulo State University network traffic.
The detector and classifier models were recently published in scientific articles authored by us and are included in the presentation.
| Talk duration | 20 Minutes (+5 for Q&A) |
|---|
Primary authors
Adriano Cansian
((Sao Paulo State University (UNESP))
João Rafael Gregório
(Universidade Estadual Paulista - UNESP)
Kim Morgan de Oliveira Ito Porto
(Sao Paulo State University (UNESP))
