Mastering Machine Learning for Penetration Testing

Table of Contents

1. Introduction to Machine Learning in Pentesting
2. Phishing Domain Detection
3. Malware Detection with API Calls and PE Headers
4. Malware Detection with Deep Learning
5. Botnet Detection with Machine Learning
6. Machine Learning in Anomaly Detection Systems
7. Detecting Advanced Persistent Threats
8. Evading Intrusion Detection Systems with Adversarial Machine Learning
9. Bypass machine learning malware Detectors
10. Best Practices for Machine Learning and Feature Engineering
11. Assessments