ChatGPT, AI & ML for Fun and Profit
Learn how to leverage ChatGPT, AI & ML for security research and Red Team engagements.
This Outline is still being updated
Course Outline
ChatGPT and other forms of AI/ML are taking the InfoSec space by storm. This training will introduce many of the concepts and provide practical, hands-on assignments to introduce paritcipants to many of the basic concepts behind AI/ML when applied to InfoSec.
Topics Covered during this Course
- Intro to Neuro-Linguistic Programming
- Intro to Reinforcement Learning
- Transformer Architecture
- NLP in Offensive Security
- NLP in Defensive Security
- GPT3, OTP and Co
- GPT3 code assistance
- Copilot - Assisted coding in the IDE
- GPT3 - On the command line
- Intro to Python and Jupiter Notebooks
- Google Colab workspaces
-
Hugging Face
- Pipelines
- Datasets
- Models
- Tokenizers
- Evaluation
- Fine-Tuning of pre-trained models
- Sickit - Python learn library
Practical Assignments
- Creating datasets
- Processing datasets
- Fine-tuning a model (training a model)
- Model evaluation
- Text Classification
-
Image Classification
- Visualizing binaries
- Finding embedded binaries
Can't attend? All of our trainings are also available as a private classes for your company.
Access all of our classes and profesionally edited recordings.
All of our courses are also available as private trainings.
Courses are offered multiple times in different timezones.