Extracting Training Data from Large Language Models.
Nicholas CarliniFlorian TramèrEric WallaceMatthew JagielskiAriel Herbert-VossKatherine LeeAdam RobertsTom B. BrownDawn SongÚlfar ErlingssonAlina OpreaColin RaffelPublished in: USENIX Security Symposium (2021)
Keyphrases
- language model
- training data
- language modeling
- information retrieval
- speech recognition
- language modelling
- probabilistic model
- document retrieval
- retrieval model
- n gram
- query expansion
- language models for information retrieval
- learning algorithm
- test collection
- statistical language models
- decision trees
- classification accuracy
- supervised learning
- training set
- document ranking
- vector space model
- ad hoc information retrieval
- query terms
- translation model
- machine learning
- query specific
- language model for information retrieval
- smoothing methods
- class labels
- text categorization
- labeled data
- text classification
- text mining