chatbot-security

LLM prompt injection detection for Go applications

IDVoice + ChatGPT iOS demo app

MLSecOps Practical Reference Guide, open-source AI and ML security handbook.

Pack de Scripts Para Pentesting Inicial a Chatbots

Open-source LLM red teaming framework. Security-test any model (Claude, GPT, Llama) for prompt injection, data leakage, etc. 15 probes, 29 prompt converters, LLM-as-judge grading, adaptive red teaming, static code audit. SARIF + JUnit for CI/CD.

public ML and AI resources

AstrBot + NapCat/OneBot policy plugins, deployment templates and optional integrations

A comprehensive security and governance checklist for developers integrating AI and LLMs into production applications.

IDVoice + ChatGPT Android demo app

Chat-only and whitelist safety plugin for OpenClaw public channels and group chats

Provide a Python-native framework to test and audit security in large language models with coverage of key OWASP LLM risks.

Interactive OWASP LLM guardrail lab comparing unprotected and protected LLMs with evidence, output scanning, and red-team validation.

Prompt injection scanner for LLM apps and AI chatbots — red team your own AI before someone else does. Stdlib-only Python, one-file HTML report, OWASP LLM Top 10.

Detect and prevent prompt injection attacks on LLM applications

Versioned prompt-injection test harness: fires 40+ attacks at any chatbot and scores them objectively. Ships a vulnerable vs hardened demo bot (100% → 2.4% ASR) with 8 toggleable defense layers.

🔒 Safeguard LLM behavior with PromptGuard to detect unseen regressions and ensure reliable outputs amid evolving model updates.