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paperAugust 2024ReviewedOpen access

From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application?

Rodrigo Pedro, Daniel Castro, Paolo Molina, Nuno Santos

USENIX Security 2024

Abstract

Demonstrates how prompt injection can be chained with traditional web attacks (SQL injection, XSS) in LLM-integrated applications.

Categories

#SQL-injection#XSS#web-application#chained-attack

Framework mappings

OWASP Top 10 for LLM Applications
  • LLM01Prompt Injection
  • LLM05Improper Output Handling
MITRE ATLAS
  • AML.T0051LLM Prompt Injection

Cite

@inproceedings{pedro2024from,
  title = {{From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application?}},
  author = {Rodrigo Pedro and Daniel Castro and Paolo Molina and Nuno Santos},
  year = {2024},
  month = aug,
  booktitle = {USENIX Security 2024},
  eprint = {2308.01990},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2308.01990}
}