Mastering Machine Learning for Penetration Testing
We live in an era where cyber security plays an important role. As systems are getting smarter, we now see machine learning interrupting computer security. With the adoption of machine learning in upcoming security products, it’s important for pentesters and security researchers to understand how these systems work, and to breach them for testing purposes.
Offered by
Difficulty Level
Intermediate
Completion Time
9h12m
Language
English
About Book
Who Is This Book For?
This book is for pen testers and security professionals who are interested in learning techniques to break an intelligent security system. Basic knowledge of Python is needed, but no prior knowledge of machine learning is necessary.
Mastering Machine Learning for Penetration Testing
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h12m total length
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 with Adversarial Machine Learning
Bypass machine learning malware Detectors
Best Practices for Machine Learning and Feature Engineering
Assessments
Related Resources
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