Welcome to Security AI! The goal of this course is to inform on how artificial intelligence is becoming one of the major tools in our security arsenal. The problem is that, unless mom you have a specific type of degree, you are at the mercy of product vendors,collaborators, ChatGPT, or search engines to understand these concepts. This course demystifies artificial intelligence and its relationships.

This is an interactive course, with the goal of teaching security professionals how to implement AI in order to obtain valuable insights. This course will encompass various topics including: machine learning (ML), and large-language models (LLMs). The combination of AI and security allows the security community to move our assumptions, opinions and beliefs into knowledge.

No previous experience is necessary. Background understanding programming is very helpful, specifically Python.

Module Title
00 Introduction to SecurityAI
01 History of AI
02 Introduction to AI
03 Difficulties of SecurityAI
04The Data Science Process
05 Introduction to Machine Learning
Unsupervised Learning - event log analysis for persistence
Case Study: Phishing Detection
GenerativeAI
Large Language Models
llama - synthetic event log generation
Case Study: Phishing Detection with GenerativeAI

Get your tickets: https://www.eventbrite.com/e/bsidesnova-2024-8-bit-games-sept-6-7-arlington-va-tickets-971314707437