P2Ep21: 2005-2010 - ML Overview and Supervised models

Published: 28 April 2023
on channel: Cyber Llama Talks

From this video you will learn basic overview of what type of machine learning algorithms were used by AV industry in 2005-2010. The video covers types of classic machine learning models, types of supervised models and features which were used for classification of malicious executable files.

Best place to learn about classic ML overall:
• Stanford CS229: Machine Learning Cour...

00:00 Intro
01:12 ML in Information Security
01:46 ML Overview
02:03 Supervised Learning
02:50 Unsupervised Learning
03:42 Type of Supervised Learning
06:26 Feature Types
06:50 Primitive PE features
07:30 Strings and API names
09:18 Sequential features and n-grams
11:57 Feature vector
13:09 Conclusion

#malware #analysis #antimalware #virus
#cyber #cyberdefense #cybersecurity #cyberllama #cyberllamatalks
#infosec #informationsecurity #detection
#machinelearning #ml #ai #classification

Watch video P2Ep21: 2005-2010 - ML Overview and Supervised models online, duration hours minute second in high quality that is uploaded to the channel Cyber Llama Talks 28 April 2023. Share the link to the video on social media so that your subscribers and friends will also watch this video. This video clip has been viewed 66 times and liked it 5 visitors.