·AI Security
Module 12 Lesson 1: PII in Training Data
Your data, remembered forever. Learn how Large Language Models accidentally memorize and leak Personally Identifiable Information from their training sets.
memorization
3 articles
·AI Security
Module 4 Lesson 4: Data Leakage Risks
Why models shouldn't talk about their past. Explore the risks of personal data leaking from training sets and the 'over-memorization' problem in LLMs.
·AI Security
Module 5 Lesson 3: Training Data Leakage
How LLMs recite their training data. Explore the 'Memorization vs. Learning' trade-off and how to prevent your model from leaking secrets.