Update README.md
Browse files
README.md
CHANGED
|
@@ -6,7 +6,10 @@ license: mit
|
|
| 6 |
# π BookMIA Datasets
|
| 7 |
|
| 8 |
The **BookMIA datasets** serve as a benchmark designed to evaluate membership inference attack (MIA) methods, specifically in detecting pretraining data from OpenAI models that are released before 2023 (such as text-davinci-003).
|
| 9 |
-
|
|
|
|
|
|
|
|
|
|
| 10 |
|
| 11 |
### π Applicability
|
| 12 |
|
|
|
|
| 6 |
# π BookMIA Datasets
|
| 7 |
|
| 8 |
The **BookMIA datasets** serve as a benchmark designed to evaluate membership inference attack (MIA) methods, specifically in detecting pretraining data from OpenAI models that are released before 2023 (such as text-davinci-003).
|
| 9 |
+
|
| 10 |
+
The dataset contains non-member and member data:
|
| 11 |
+
- non-member data consists of text excerpts from books first published in 2023
|
| 12 |
+
- member data includes text excerpts from older books, as categorized by Chang et al. in 2023.
|
| 13 |
|
| 14 |
### π Applicability
|
| 15 |
|