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

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/