Proving membership in LLM pretraining data via data watermarks.

Johnny Tian-Zheng Wei Ryan Yixiang Wang Robin Jia

Published in: ACL (Findings) (2024)

Keyphrases

data sets
raw data
data structure
historical data
database
image data

data sources
data points
data collection
computer systems
synthetic data
sensor data

xml documents
relational databases
probability distribution
knowledge discovery
high dimensional

small number
data mining techniques
multiscale
complex data
high quality