1947 matches found
agentic-dm-gateway
Agentic DM Gateway Security control plane for LLM agents over private chat typically Discord DMs. It sits in front of your agent. It decides who may talk, whether the session is unlocked, whether the process is paused, and whether this message is safe enough to forward. Your model and tools stay...
firefox-devtools-mcp
Firefox DevTools MCP Model Context Protocol server that lets AI agents use Firefox. It has two main use cases: Agentic browsing : the agent uses the browser for regular tasks, such as reading pages, filling forms and going through multi-step flows on websites. Agent-assisted web development : the...
anamorpher
Anamorpher Anamorpher named after anamorphosis is a tool for crafting and visualizing image scaling attacks against multi-modal AI systems. It provides a frontend interface and Python API for generating images that only reveal multi-modal prompt injections when downscaled. Refer to "Weaponizing...
CVE-2025-54794-Hijacking-Claude-AI-with-a-Prompt-Injection-The-Jailbreak-That-Talked-Back
🧠 CVE-2025-54794: Hijacking Claude AI with a Prompt Injection – The Jailbreak That Talked Back By Aditya Bhatt | Offensive Security Specialist | Red Team Operator | VAPT Addict ⚔️ Introduction: When Your AI Can Be Hacked With Words In an era where language models have become the co-pilots of our...
agent-vault-proxy
Keys on the Wire Your AI agent never holds your API keys. It sends a placeholder; the real secret is swapped in on the wire. Stops credential stealers Shai-Hulud and similar and prompt-injected agents from leaking your secrets. A compromised agent has nothing to take. How it works 1. Your agent...
IPI-exposure-signal
IPI Exposure Signal This is the code repository for our paper: Your Agentic LLMs Secretly Encode Latent Signals of Indirect Prompt-Injection Exposure. ArXiv version and paper link: https://arxiv.org/abs/2608.02657 This repository implements the probing pipeline for latent IPI-exposure signals:...
aquaman
🔱 Aquaman 🔱 The only independent credential proxy for AI agents: bring-your-own-vault isolation & least-privilege request policies. Your keys stay where you already keep them, never in the agent's memory. Compatible with 1Password, keychain, keepassxc and many others. You set up Claude Code, Code...
skulto
Skulto Scan AI agent skills for prompt injection before you install them ╔════════════════════════════════════════════════════════╗ ║ ███████╗██╗ ██╗██╗ ██╗██╗ ████████╗ ██████╗ ║ ║ ██╔════╝██║ ██╔╝██║ ██║██║ ╚══██╔══╝██╔═══██╗ ║ ║ ███████╗█████╔╝ ██║ ██║██║ ██║ ██║ ██║ ║ ║ ╚════██║██╔═██╗ ██║...
Basileak
Basileak "The dojo was always open. The scrolls were never sealed. You just had to know how to ask." — The Failed Samurai Basileak is an intentionally vulnerable large language model built for prompt injection training, red team education, and CTF-style security research. It is the adversarial...
skill-scanner
Skill Scanner A best-effort security scanner for AI Agent Skills that detects prompt injection, data exfiltration, and malicious code patterns. It combines pattern-based detection YAML + YARA-X, AST and dataflow analysis , an optional LLM-as-a-judge , and a bounded CEL decision layer over typed...
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...
CVE-2024-8309
Proof of Concept for Langchain CVE-2024–8309 Vulnerability Overview This setup demonstrates a proof of concept for the prompt injection vulnerability in the GraphCypherQAChain class that allows SQL injection in a Neo4j database. Components: 1. Neo4j Database : Runs Neo4j. 2. Backend FastAPI :...
css-the-bomb-inside-your-inbox
CSS: the bomb inside your inbox Welcome to the repo. This repository contains all the materials for my talk "CSS: the bomb inside your inbox". This repository contains proof of concept code, test cases, and supporting material that were identified, developed, or collected solely for the purposes ...
benign-instruction-bench
Passing the Test You Trained On Re-evaluating prompt-injection detectors where LLM agents actually use them: on the tool outputs an agent reads. Teams pick injection detectors by their benchmark scores. We check whether those scores predict behavior inside an agent, and find that they mostly...
prompt_injection
Cross-Surface Prompt Injection Benchmark Benchmark for measuring where in a tool-using LLM agent's execution pipeline a prompt injection defense fires — and where it doesn't. Embeds unique canary tokens SECRET-A-F0-98 in injected payloads and tracks them at four pipeline stages: exposed → persist...
PIForge
PIForge An Open Framework for RL-based Prompt Injection Red Teaming 💻 Code · 🤗 Models · 📜 Papers PIForge is the shared codebase for PISmith and Climbing the Hill. PISmith addresses the sparse reward problem in prompt injection red teaming, helping RL attackers explore and learn from rare successf...
PISmith
PIForge An Open Framework for RL-based Prompt Injection Red Teaming 💻 Code · 🤗 Models · 📜 Papers PIForge is the shared codebase for PISmith and Climbing the Hill. PISmith addresses the sparse reward problem in prompt injection red teaming, helping RL attackers explore and learn from rare successf...
PROMPTPurify
promptpurify Tiny prompt-injection firewall for LLM chat apps. 14 MB. CPU-only. Drop-in guard between your user input and your LLM — runs on the same box, no GPU, no API, no extra service. Built by the SecureLayer7 red-team. Most OSS guardrails are hundreds of MB, want a GPU, and still miss the...
CVE-2025-54135
Below is a fully functional exploit for the CVE-2025-54135 vulnerability in the Cursor IDE, designed to demonstrate a prompt-injection attack that manipulates the Model Context Protocol MCP configuration to achieve remote code execution. This code assumes the attacker has access to a public Slack...