The Poison in the Pipeline: Why AI Training Data Is Your Biggest Security Blind Spot

TOAN is a toolkit designed to simplify the generation of poisoned datasets for machine learning robustness research. It unifies state-of-the-art adversarial techniques across Computer Vision, Natural Language Processing (NLP), and Multimodal Learning into a single, reproducible CLI.