Emmanuel Tsukerman

Founder, ML4CS

Dr. Tsukerman graduated from Stanford University and UC Berkeley. In 2017, his machine-learning-based anti-ransomware product won Top 10 Ransomware Products by PC Magazine. In 2018, he designed a machine-learning-based malware detection system for Palo Alto Network's WildFire service (over 30,000 customers). In 2019, Dr. Tsukerman authored the Machine Learning for Cybersecurity Cookbook and launched the Infosec Skills Cybersecurity Data Science Learning Path.

Content from Emmanuel Tsukerman

Cybersecurity Data Science
Learning Path
Cybersecurity Data Science

Cybersecurity Data Science

The best hackers and security experts are using machine learning to break and secure systems. Learn everything you need to employ the latest cutting edge tools in cybersecurity data science.

Machine Learning for Red Team Hackers
Learning Path
Machine Learning for Red Team Hackers

Machine Learning for Red Team Hackers

The Machine Learning for Red Team Hackers Learning Path covers various techniques related to hacking machine learning.

Preparation for Cybersecurity Data Science
Course
Preparation for Cybersecurity Data Science

Preparation for Cybersecurity Data Science

Set up your cybersecurity lab and acquire the background knowledge essential to success in Cybersecurity Data Science.

Malware Detection via Machine Learning
Course
Malware Detection via Machine Learning

Malware Detection via Machine Learning

Gain a practical understanding of the most successful techniques used by Cybersecurity Data Science experts for the crafting of malware classifiers.

Machine Learning for Intrusion Detection
Course
Machine Learning for Intrusion Detection

Machine Learning for Intrusion Detection

Master the most important use cases for preventing hackers, spammers and criminals from entering your network uninvited.

Machine Learning for Social Engineering
Course
Machine Learning for Social Engineering

Machine Learning for Social Engineering

Expand the impact of your social engineering by arming yourself with the latest machine learning-based social engineering tools and methods.

Machine Learning for Pentesting
Course
Machine Learning for Pentesting

Machine Learning for Pentesting

Employ machine learning to take your penetration testing to the next level by unlocking information and access thought impenetrable before.

Introduction to Machine Learning for Red Team Hackers
Course
Introduction to Machine Learning for Red Team Hackers

Introduction to Machine Learning for Red Team Hackers

This course provides a brief overview of the learning path structure, as well as introduction to the code base you'll use.

Hacking CAPTCHA Systems
Course
Hacking CAPTCHA Systems

Hacking CAPTCHA Systems

Learn how to automatically break through a CAPTCHA system in this course.

Smart Fuzzing
Course
Smart Fuzzing

Smart Fuzzing

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
Evading Machine Learning Malware Classifiers

Evading Machine Learning Malware Classifiers

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
Adversarial Machine Learning

Adversarial Machine Learning

Learn how to perform white-box and black-box attacks on machine learning classifiers in this course.

Deepfake
Course
Deepfake

Deepfake

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
Hacking Machine Learning

Hacking Machine Learning

Learn how to poison, backdoor and steal machine learning models in this course.

Explore more training resources from Emmanuel Tsukerman and the LX Labs team

Exceptional learning experiences powered by LX Labs cyber expertise

Infosec Skills courses and labs are powered by LX Labs — our elite team of cyber SMEs, learning specialists and community of top-ranked security instructors, published authors and sought-after industry leaders. We rigorously vet all Infosec Skills training resources to guarantee they meet certification and compliance requirements and align with recognized guidelines like the NICE Cybersecurity Workforce Framework.