flar

flar FLAR is the Fast Light Agent Restrictor. It runs on rocks called gars. It is a simple, lightweight CLI tool in Go to run coding agent CLIs like Claude Code, Antigravity, Codex, Copilot and Reasonix safely inside isolated Bubblewrap bwrap sandboxes. The purpose is to instantly and without...

nuguard

NuGuard Open Source NuGuard is an open source AI application security toolkit. Its goal is to provide the most extensive redteaming and behavioral validation of Agentic AI applications. With NuGuard, AI developers can focus on building their applications while NuGuard continuously tests and...

DonkAI

Hands-on lab for the OWASP Top 10 for LLM Applications 2025 - no real LLM required. DonkAI is deliberately vulnerable web app you can run in one command and use to learn how LLM-integrated systems get broken by actually breaking them. Every OWASP LLM Top 10 category is represented by at least one...

fas-judgement-oss

FAS Judgement Prompt Injection Attack Console Test your AI's defenses before someone else does. Install | Game Mode | Leaderboard | Demo Target | Features | Elite | Contributing Why Judgement? Your AI chatbot, API, or agent is probably vulnerable to prompt injection. Most are. The problem is that...

LLMMap

LLMMap LLMMap is an automated prompt injection testing framework for LLM-integrated applications. It discovers injection points in HTTP requests, generates targeted attack prompts using a dual-LLM architecture, fires them at the target, and confirms findings with statistical reliability testing...

pmotadeee

🧠 FLATLINE - Consciousness Injection Protocol WARNING: This is not a game. It's a cognitive interface for reality hacking. 🎮 HOW TO PLAY Basic Gameplay 1. Download consciousness modules CSV files from this repository 2. Inject directly into AI interfaces as file uploads 3. Experience accelerated...

better_opts_attacks

May I have your attention? Breaking Fine-Tuning based Prompt Injection Defenses using Architecture-Aware Attacks This repository contains code to run the ASTRA and ASTRA++ attacks that break SecAlign++, SecAlign, StruQ. This repository also contains some examples of generated attacks and attack...

reasongate

ReasonGate A self-hostable gate that inspects the text going into and out of an LLM and returns an explainable allow / flag / block decision with a machine-readable audit record for every call. What this is The open-source core is rule-based. It does four things: recognizes known prompt-injection...

aco-prompt-shield

aco-prompt-shield 🛡️ Stop prompt injection attacks before they reach your LLM — zero API costs, runs entirely locally, integrates in 2 minutes. Prompt injection is the 1 security risk for LLM applications. aco-prompt-shield catches known jailbreak patterns, understands semantic intent via ML, and...

StepJack

StepJack: Benchmarking Computer-Use Agent Safety Against Multi-Step Indirect Prompt Injection Setup 1. Python Environment Setup First, install all dependencies and ensure you’re running Python 3.10. conda create -n stepjack python=3.10 conda activate stepjack pip install -r requirements.txt 2...

sigma-ai

AgentShield Sigma Rules What is This Repository? This repository contains detection rules that help identify when an AI agent is being attacked or manipulated. Think of it as a library of "threat signatures" -- each rule describes a pattern that, when matched against an agent's log data, signals...

ai-llm-red-team-handbook

AI / LLM Red Team Field Manual & Consultant's Handbook A comprehensive operational toolkit for conducting AI/LLM red team assessments on Large Language Models, AI agents, RAG pipelines, and AI-enabled applications. This repository provides both tactical field guidance and strategic consulting...

ClawGuard

ClawGuard 🛡️ 中文版 Our Project:https://github.com/SafeAgent-Beihang/clawguard ClawGuard is a security toolkit designed to mitigate risks associated with autonomous agents, such as OpenClaw and other LLM-driven entities. As agents gain more autonomy to execute code, access APIs, and manage files,...

CVE-2026-1337-AI-Coding-Assistant-Prompt-Injection-to-Sandbox-Escape

CVE-2026-1337 – AI Coding Assistant Prompt Injection to RCE 📖 Overview A prompt injection vulnerability in an AI-powered code review bot allows an attacker to inject arbitrary shell commands by manipulating the bot’s “fix” suggestion. The sanitizer uses a simple blacklist that is bypassed using...

augustus

Augustus - LLM vulnerability scanner for prompt injection, jailbreak, and adversarial attack testing Augustus - LLM Vulnerability Scanner Test large language models against 210+ adversarial attacks covering prompt injection, jailbreaks, encoding exploits, and data extraction. Augustus is a Go-bas...

intentshield

IntentShield Don't filter what your AI says. Filter what it's about to do Pre-execution intent verification for AI agents. Why This Exists AI agents have tool access. They can execute shell commands, write files, browse URLs, send emails, and call APIs. Every one of those actions is a potential...

agentsid-scanner

AgentsID Scanner The Lighthouse of agent security. Scan any MCP server. Get a security report card. Your MCP server exposes tools to AI agents. How secure is it? Most MCP servers ship with no authentication, no per-tool permissions, no input validation, and tool descriptions vulnerable to prompt...

AgentWatcher

AgentWatcher AgentWatcher is a detection-based defense against indirect prompt injection in LLM agents. It first runs causal context attribution over untrusted context to find the most influential contexts, then applies a monitor LLM that classifies those contexts under explicit, customizable...

sage

Sage Safety for Agents — Agent Detection & Response for AI coding assistants Sage is a lightweight security layer that protects AI agents from executing dangerous actions. It intercepts tool calls — shell commands, URL fetches, file writes — and checks them against multiple threat detection layer...

clawguard

🦞 ClawGuard v3 Enterprise AI Agent Security Toolkit - SKILL.md Driven Active Defense Core Concept The core defense of ClawGuard v3 is not in the code, but in SKILL.md! Each module's SKILL.md itself is a complete defense guide: Tells the Agent when to trigger Guides the Agent how to detect Provide...