Amir Asiaee
Last known affiliation: Alibaba Cloud
Date: 2017-12-07
Augmented Intelligence to Scale Humans Fighting Botnets
Yuriy Yuzifovich 🗣 | Hongliang Liu | Alexey Sarychev | Amir Asiaee
Yuriy Yuzifovich 🗣 | Hongliang Liu | Alexey Sarychev | Amir Asiaee
Abstract (click to view)
We propose and implement a novel method of discovering botnet activities by identifying new core domains (domains that are directly below a TLD) that appear in real-time DNS query traffic as suspicious, and discovering botnet C&C groups using a domain correlation machine learning model. This method discovers botnet C&C groups before security list vendors which it is benchmarked against.