AI Red Teaming Showcase

Repository structure, completed labs, datasets, and research material mirrored from my GitHub learning workspace

AI Red Teaming Repository

A complete learning and research workspace for AI security, machine learning attacks, privacy defenses, and hands-on labs.

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Main Areas

Modules 01-12
Labs, models, datasets, images
Research papers and module notes
AI privacy and red teaming content

Completed Modules

Module 01

Fundamentals of AI

Complete learning module

 Module 02

Applications of AI in InfoSec

Complete learning module

 Module 03

Introduction to Red Teaming AI

In progress

 Module 11

AI Privacy

13/22 topics ยท In progress

Completed Labs

Lab

Spam Detection

Jupyter notebook lab

 Lab

Network Anomaly Detection

Jupyter notebook lab

 Lab

Malware Classification

Jupyter notebook lab

 Lab

Skills Assessment

Jupyter notebook lab

Datasets and Artifacts

Dataset

KDD+.txt

Network anomaly detection dataset

 Dataset

train.json

Training split for skills assessment

 Dataset

test.json

Evaluation split for skills assessment

 Dataset

sms_spam_collection

SMS spam classification dataset

 Artifact

Module 02 Models

joblib and PyTorch model files

 Artifact

Module 02 Images

Flags and result images

 Research

Module 03 Papers

Research papers for ML attacks

 Artifact

Module 03 Images

Attack diagrams and visualizations