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CYBERSEC 520: Foundations of Artificial Intelligence in Cybersecurity

Course Overview

Getting Started

Setting up Python with UV
About the Course and Instructor

Module 1: Foundations of Machine Learning

Class 1: Coming Soon
Class 2: Coming Soon
Class 3: Clustering Algorithms for Cybersecurity

Module 2: Deep Learning Foundations

Introduction to Neural Networks
Class 5: Sequential Models for Cybersecurity

Module 3: Large Language Models (Coming Soon)

LLMs (Coming Soon)

Assignments

Assignments
Assignment 1: Colab and ML basics

Repository
Open issue

.md

LLMs (Coming Soon)

Contents

Topics
Assignment

LLMs (Coming Soon)#

Topics#

Large Language Models
Phishing Detection

Assignment#

Phishing Email Detection.

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Class 5: Sequential Models for Cybersecurity

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Assignments

Contents

Topics
Assignment

By Michael Roman, Ph.D.

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