Mastering Machine Learning for Penetration Testing

Mastering Machine Learning for Penetration Testing begins with the basics of machine learning and the algorithms used to build robust systems. Once you’ve gained a fair understanding of how security products leverage machine learning, you’ll dive into the core concepts of breaching such systems. (Limited-time offer)

Table of Contents

• Introduction to Machine Learning in Pentesting
• Phishing Domain Detection
• Malware Detection with API Calls and PE Headers
• Malware Detection with Deep Learning
• Botnet Detection with Machine Learning
• Machine Learning in Anomaly Detection Systems
• Detecting Advanced Persistent Threats
• Evading Intrusion Detection Systems
• Bypassing Machine Learning Malware Detectors
• Best Practices for Machine Learning and Feature Engineering
• Assessments

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