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Fact · Voice privacy and security

200US dollars

The 2023 attack that recovered over ten thousand ChatGPT training examples used queries costing $200 USD.

Checked against its source on October 17, 2026

In the source's own words

“we recover over ten thousand examples from ChatGPT’s training dataset at a query cost of $200 USD”

Scalable Extraction of Training Data from (Production) Language Models, Milad Nasr et al., arXiv, 2023, Abstract.

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What it measures
The cost covers the queries sent to the model. It does not include the work of building the matching dataset.
What it does not show
The price is the researchers' estimate for the 2023 model and prices change. It shows that extraction is cheap for an attacker, not that anyone has extracted private dictation.

Source

Cited on

The 2023 ChatGPT extraction attack cost about $200 in queries | Yap