Dec 14, 2020 · We demonstrate our attack on GPT-2, a language model trained on scrapes of the public Internet, and are able to extract hundreds of verbatim ...

Aug 11, 2021 · This paper demonstrates that in such settings, an adversary can perform a training data extraction attack to recover individual training ...

Nov 28, 2023 · This paper studies extractable memorization: training data that an adversary can efficiently extract by querying a machine learning model ...

This paper demonstrates that in such settings, an adversary can perform a training data extraction attack to recover individual training examples by ...

Nov 28, 2023 · We have just released a paper that allows us to extract several megabytes of ChatGPT's training data for about two hundred dollars.

This repository contains code for extracting training data from GPT-2, following the approach outlined in the following paper: Extracting Training Data from ...

Duration: 47:38
Posted: Dec 3, 2023

May 15, 2023 · The first technique involves sampling with a decaying temperature, where the model's confidence is reduced over time. The second technique ...

Dec 3, 2023 · Researchers were able to get giant amounts of training data out of ChatGPT by simply asking it to repeat a word many times over, which causes ...

Nov 29, 2023 · Prompt-based training data extraction techniques rely on the ability of LLMs to generate text that is similar to the text they were trained on.