Course Outline
Machine Learning and AI for Cybersecurity: Introduction
Learning objectives
1.1 Current Status of Machine Learning for Cyber Security
1.2 Basics of Machine Learning
1.3 Data Mining Basics
Learning objectives
2.1 Defensive Uses of Machine Learning
2.2 Offensive Uses of Machine Learning
Learning objectives
3.1 TensorFlow Basics
3.2 More with TensorFlow
3.3 TensorFlow Issues
3.4 Neural Networks with TensorFlow
Learning objectives
4.1 What Are Large Language Models?
4.2 ChatGPT and Alternatives
4.3 Deep Fakes
Learning objectives
5.1 Defining Cyber Warfare
5.2 Weaponized Malware
Learning objectives
6.1 Neural Network Variations
6.2 Clustering Algorithms
Machine Learning and AI for Cybersecurity: Summary