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/antivirus_demo
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/articles/PMC4792466/
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/richarc2/dissertation.pdf
https://www.sec.in.tum.de/malware-detection-ws0910/
https://insights.sei.cmu.edu/sei_blog/2011/09/using-machine-learning-to-detect-malware-similarity.html
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=3191693
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/
