
Defending Against LLM Prompt Injections
PromptShield: A deployable detection system for securing AI applications
PromptShield introduces a practical benchmark for detecting and preventing prompt injection attacks in LLM-integrated applications.
- Deployment-ready solution for identifying malicious prompts that attempt to manipulate LLM behavior
- Carefully curated benchmark designed to train and evaluate prompt injection detectors
- Addresses critical security vulnerabilities as organizations rapidly integrate LLMs into products
- Practical security approach that bridges laboratory research and real-world implementation
As LLM adoption accelerates across industries, PromptShield provides essential protection against adversarial inputs that could compromise system security and user trust.
PromptShield: Deployable Detection for Prompt Injection Attacks