← Back to all categories

Model Serving Security

2 resources

Infrastructure & Deployment

API security, rate limiting, and inference endpoint protection

paper reviewed open access 2024

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

Rodrigo Pedro, Daniel Castro, Paolo Molina + 1 more — USENIX Security 2024

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

prompt injection model serving security 70 citations
paper reviewed open access 2024

GPT in Sheep's Clothing: The Risk of Customized GPTs

Tao Qin, Zhen Li, Wenxin Mao + 1 more — arXiv preprint

Analyzes security risks of custom GPTs in the OpenAI GPT Store including prompt leakage, data exfiltration, and malicious GPTs.

supply chain attacks prompt injection model serving security 45 citations