Machine Learning for Malware Detection

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Grab it

Learn to classify malware samples using machine learning techniques and PE headers in this comprehensive video series. Explore a malware dataset, understand Portable Executable (PE) files, and develop a classifier through hands-on coding sessions. Delve into advanced concepts like gradient boosting to enhance your malware detection skills.

Syllabus

Machine Learning for Malware Detection - 1 - Introduction.
Machine Learning for Malware Detection - 2 - The Malware Dataset.
Machine Learning for Malware Detection - 3 - The Malware Dataset - Part 2.
Machine Learning for Malware Detection - 4 - Portable Executable (PE) Files.
Machine Learning for Malware Detection - 5 - Coding the Classifier - Part 1.
Machine Learning for Malware Detection - 6 - Coding the Classifier - Part 2.
Machine Learning for Malware Detection - 7 - Gradient Boosting.