Skill Assessment
Skill assessment | 20 questions
See how your Machine Learning for Red Team Hackers skills stack up against other professionals in your field.
Introduction to Machine Learning for Red Team Hackers
Course | 2 minutes
Get an overview of what to expect in the Machine Learning for Red Team Hackers Learning Path, including highlights of course topics and a brief description of the path’s hands-on assignments.
Hacking CAPTCHA Systems
Course | 1 hour 57 minutes
Learn how to implement and use a CAPTCHA-evading bot from scratch, including training and designing a deep neural network, using selenium to automate the CAPTCHA evasion and using the created bot on a webpage designed to be attacked.
Smart Fuzzing
Course | 49 minutes
In this course, you’ll write a custom evolutionary fuzzer that employs machine learning to fuzz a target. You’ll also learn the machine learning behind, as well as how to use, AFL.
Evading Machine Learning Malware Classifiers
Course | 21 minutes
In this course, you’ll learn how to modify malware so it is able to get past neural network and gradient boosting machine learning malware classifiers
Adversarial Machine Learning
Course | 33 minutes
Learn how to perform white-box and black-box attacks on machine learning classifiers in this course.
Deepfake
Course | 26 minutes
This course helps you understand the implications of the deepfake technology, setup an environment for performing deepfakes and then create a deepfake video.
Hacking Machine Learning
Course | 14 minutes
This course will teach you some of the darker, less publicized attacks on machine learning, including how to poison, backdoor and steal machine learning models.
Skill Assessment
Skill assessment | 20 questions
See how your Machine Learning for Red Team Hackers skills stack up against other professionals in your field.
Introduction to Machine Learning for Red Team Hackers
Course | 2 minutes
Get an overview of what to expect in the Machine Learning for Red Team Hackers Learning Path, including highlights of course topics and a brief description of the path’s hands-on assignments.
Hacking CAPTCHA Systems
Course | 1 hour 57 minutes
Learn how to implement and use a CAPTCHA-evading bot from scratch, including training and designing a deep neural network, using selenium to automate the CAPTCHA evasion and using the created bot on a webpage designed to be attacked.
Smart Fuzzing
Course | 49 minutes
In this course, you’ll write a custom evolutionary fuzzer that employs machine learning to fuzz a target. You’ll also learn the machine learning behind, as well as how to use, AFL.
Evading Machine Learning Malware Classifiers
Course | 21 minutes
In this course, you’ll learn how to modify malware so it is able to get past neural network and gradient boosting machine learning malware classifiers
Adversarial Machine Learning
Course | 33 minutes
Learn how to perform white-box and black-box attacks on machine learning classifiers in this course.
Deepfake
Course | 26 minutes
This course helps you understand the implications of the deepfake technology, setup an environment for performing deepfakes and then create a deepfake video.
Hacking Machine Learning
Course | 14 minutes
This course will teach you some of the darker, less publicized attacks on machine learning, including how to poison, backdoor and steal machine learning models.
