Machine Learning and AI in Cybersecurity

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

6.2 Clustering Algorithms

Machine Learning and AI for Cybersecurity: Summary

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