Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations.
Sukmin ChoSoyeong JeongJeongyeon SeoTaeho HwangJong C. ParkPublished in: CoRR (2024)
Keyphrases
- low level
- error tolerant
- optimal scheduling
- high level
- document retrieval
- higher level
- document collections
- semantic information
- information retrieval
- text documents
- relevant documents
- region adjacency graph
- document classification
- information retrieval systems
- xml documents
- genetic algorithm
- web documents
- document clustering
- free text
- visual cues
- question answering
- graph cuts
- visual information
- graph matching
- keywords
- computer vision