PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models.
Wei ZouRunpeng GengBinghui WangJinyuan JiaPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- information retrieval
- query expansion
- language modeling
- language models for information retrieval
- statistical language models
- n gram
- ad hoc information retrieval
- speech recognition
- query terms
- probabilistic model
- relevance model
- document ranking
- document length
- smoothing methods
- image database
- term dependencies
- language modelling
- statistical language modeling
- information retrieval systems
- retrieval effectiveness
- context sensitive
- okapi bm
- cross language retrieval
- ir models
- search engine
- query specific
- document level
- passage retrieval
- vector space model
- text retrieval
- pseudo relevance feedback
- visual features
- image retrieval
- language model for information retrieval