BigSnarf blog

Infosec FTW

Deep Learning Malware and Network Flows

2015 BlackHat there was some talks on Deep Learning

In this presentation they are doing static analysis on code and transcode it to images and use CNN for predictions. Trained on 1.6 million examples.

Screen Shot 2016-07-21 at 9.33.55 AM

 

In this presentation model tries to do protocol classification. Unsure on the model. Maybe an RNN?

Screen Shot 2016-07-21 at 9.34.29 AMScreen Shot 2016-07-21 at 9.32.27 AM

 

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