P2Ep21: 2005-2010 - ML Overview and Supervised models
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
Смотрите видео P2Ep21: 2005-2010 - ML Overview and Supervised models онлайн, длительностью часов минут секунд в хорошем качестве, которое загружено на канал Cyber Llama Talks 28 Апрель 2023. Делитесь ссылкой на видео в социальных сетях, чтобы ваши подписчики и друзья так же посмотрели это видео. Данный видеоклип посмотрели 66 раз и оно понравилось 5 посетителям.
