Learn AI security through a series of vulnerable LLM CTF challenges. No sign ups, no cloud fees, run everything locally on your system.

Spring Boot with TLS (Transport Layer Security) Example

An implementation of the TLS/SSL protocols

Prompt Hardener analyzes prompt-injection-originated risk in LLM-based agents and applications.

An open-source AI agent that brings the power of Gemini directly into your terminal.

ML_tutorials

Open Source Identity and Access Management For Modern Applications and Services

An intelligent Slack bot that automatically researches new community members and analyzes their fit for your commercial product using OpenAI and Langchain.

An example vulnerable app that integrates an LLM

"OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!"

Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.

OWASP Foundation web repository

Integrate PyRIT in existing tools

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

the LLM vulnerability scanner

Adversarial AI - Attacks, Mitigations, and Defense Strategies, published by Packt

The official Python library for the OpenAI API

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

The notebook for my talk - ChatGPT: Your Red Teaming Ally

A curated list of awesome security tools, experimental case or other interesting things with LLM or GPT.

Prompt Injection Primer for Engineers

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

🧮 A collection of resources to learn mathematics for machine learning

Envision a future where everyone can read all the code of an educational operating system.

Pentesting and Bug Bounty Notes, Cheetsheets and Guide for Ethical Hacker, Whitehat Pentesters and CTF Players.

Examples and guides for using the Gemini API

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models