Books

Machine Learning in Security
- Machine Learning for Hackers by Drew Conway
- Hands-On Machine Learning for Cybersecurity
- Malware Data Science: Attack Detection and Attribution
- Machine Learning & Security
- Machine Learning for Cybersecurity Cookbook
- Applied Machine Learning/Neural Networks: Offensive Security
Machine Learning
This is the book that really got me interested in applying ML to security.
- Programming Collective Intelligence
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Deep Learning
Reinforcement Learning
Natural Language Processing
- Natural Language Processing with Python
- Text Analytics with Python
- Python Natural Language Processing Cookbook
Data Mining
Papers
Courses
