Scalable Extraction of Training Data from Language Models

Scalable Extraction of Training Data from Language Models

Yannic Kilcher via YouTube Direct link

- Extracting data from closed models

5 of 9

5 of 9

- Extracting data from closed models

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Classroom Contents

Scalable Extraction of Training Data from Language Models

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  1. 1 - Intro
  2. 2 - Extractable vs Discoverable Memorization
  3. 3 - Models leak more data than previously thought
  4. 4 - Some data is extractable but not discoverable
  5. 5 - Extracting data from closed models
  6. 6 - Poem poem poem
  7. 7 - Quantitative membership testing
  8. 8 - Exploring the ChatGPT exploit further
  9. 9 - Conclusion

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