Augustus
Praetorian
Open source prompt injection testing tool released by Praetorian for probing LLM applications with adversarial inputs.
7 tools
Praetorian
Open source prompt injection testing tool released by Praetorian for probing LLM applications with adversarial inputs.
Confident AI
Open source Python framework that generates adversarial prompts against an LLM application and scores the responses for vulnerabilities such as bias, PII leakage and excessive agency.
CyberArk
Open source fuzzer that applies a catalog of published jailbreak and prompt injection techniques against local or hosted language model endpoints.
NVIDIA
Command line LLM vulnerability scanner that fires a library of attack probes at a model endpoint and scores the responses with matched detectors.
Lakera
Detection API that classifies prompts and model outputs for injection, jailbreak attempts, sensitive data and policy violations before they land.
Protect AI
Python library of composable input and output scanners that sanitize prompts and validate model responses entirely within your own environment.
Protect AI
Open source prompt injection detector that layers heuristics, a classifier prompt, a vector store of known attacks and canary tokens.