Collection of Deep Learning Cyber Security Research Papers

Jason Trost
3 min readDec 30, 2016

This is another quick post. Over the past few months I started researching deep learning to determine if it may be useful for solving security problems. This post on The Unreasonable Effectiveness of Recurrent Neural Networks was what got me interested in this topic, and I highly recommend reading it in its entirety.

Throughout this research, I came across several security related academic and professional research papers on security topics that use Deep Learning as part of their research. What follows is a list of the papers/slides/videos that I found, and these may be useful to others. If you have others that you think should be added to this list, please ping me: @jason_trost.

Deep Learning Papers on Security

Deep Learning Presentations on Security

Security Machine Learning Resources:

General Deep Learning Resources:


Note: this was originally published on 12/30/2016 on my blog:



Jason Trost

Interests: Network security, Digital Forensics, Machine Learning, Big Data. retweets are not endorsements.