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Build an Antivirus in 5 Min - Fresh Machine Learning #7

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Published on Aug 12, 2016

In this video, we talk about how machine learning is used to create antivirus programs! Specifically, a classifier can be trained to detect whether or not some piece of software is malicious.

Check out my friend Danooct1's Youtube channel on viruses (dope AF):

https://www.youtube.com/user/danooct1

The code in the video is here:

https://github.com/llSourcell/antivir...

I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/

Paper 1: A Machine Learning Approach to Anomaly based detection on Android

https://arxiv.org/pdf/1512.04122.pdf

Paper 2: SMARTBot - A Behavior Detection Framework for Botnets

http://www.ncbi.nlm.nih.gov/pmc/artic...

Paper 3: A New Malware Detection Approach Using Bayesian Classification

https://arxiv.org/pdf/1608.00848v1.pdf

More on Machine Learning + Cybersecurity:

http://www.lancaster.ac.uk/pg/richarc...

https://www.sec.in.tum.de/malware-det...

https://insights.sei.cmu.edu/sei_blog...

I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I'm doing this full time now.

I recently created a Patreon page. If you like my videos, feel free to help support my effort here!:

https://www.patreon.com/user?ty=h&u=3...

Much more to come so please subscribe, like, and comment.
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/

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