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...

garak

garak, LLM vulnerability scanner Generative AI Red-teaming & Assessment Kit garak checks if an LLM-backed application can be made to fail in a way we don't want. garak probes for hallucination, data leakage, prompt injection, misinformation, toxicity generation, jailbreaks, and many other...

ActGuard

ActGuard ActGuard is a pre-execution action-auditing defense against indirect prompt injection in tool-using LLM agents. This repository contains the final ActGuard implementation and the AgentDojo-based runtime needed to evaluate it. The release contains only the final, full ActGuard...

recipe-blog-encoding

recipe-blog-encoding !WARNING This project is entirely vibe-coded likely partially plagiarized from this repository and the author is a dumb-dumb who just thought the idea was funny Use SEO-gaming recipe preambles as a vehicle for encoding secret messages the prompt can really be anything though,...

batch_jailbreak

Official Repo for Safety in Batches? Understanding and Mitigating Safety Failures in Batch Prompting Kihyun Kim, Hee-Seon Kim, Wonjun Lee, Changick Kim Korea Advanced Institute of Science and Technology KAIST News 2026.09 Our paper has been accepted to AACL-IJCNLP 2026 Main! 🎉 2026.08 Paper is...

Exponentiated-Gradient-Descent-LLM-Attack

Change Readme File. This is a Project that explores the Exponentiated Gradient Descent optimizaiton method to produce adversarial suffix to attack algined Large Language Models. The method is shown to be effective on Llama-2 chat model with 7 Billion parameters. To run pgd script on a number of...

keystone

Keystone Engine Keystone is a lightweight multi-platform, multi-architecture assembler framework. It offers some unparalleled features: Multi-architecture, with support for Arm, Arm64 AArch64/Armv8, Ethereum Virtual Machine, Hexagon, Mips, PowerPC, RISC-V, Sparc, SystemZ & X86 include 16/32/64bit...

CVE-2026-24291

🔓 Privilege Escalation Bypass Utility v2026 Streamlined Access Elevation for Advanced Windows Workflows 🧠 Conceptual Overview This tool is engineered for power users who require frictionless elevation of system permissions without repetitive manual authentication. Think of it as a digital skeleto...

promptmap

O O o.-. Humans, Do Not Resist! |/ ,-'-. / /, / /|.-.| / --O-- .--""" /\ /\ | o.o / Utku Sen's /|\ -'--' / /| | - | / | | | \ /| | | ' \ '/ \ ' | ' \ | ' / | ' \ | / | | | ./| /||| ./|||,| .// / / |-----| || || || || promptmap2 is a an automated prompt injection scanner for custom LLM...

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...

FakeAuth

FakeAuth FakeAuth is a tool that prompts for user credentials and exfiltrates it with HTTP protocol. Inspired by following projects 1. hlldz's PICKL3 https://github.com/hlldz/pickl3 Expect dirty code and some bugs ; Installation No special requirements Usage v1.01 Usage: FakeAuth.exe Example:...

ContextHound

ContextHound Static analysis tool that scans your codebase for LLM prompt-injection and multimodal security vulnerabilities. Runs offline, no API calls required. The ContextHound ecosystem ContextHound is available across your entire development and browsing workflow: Tool| What it does| Install...

L1B3RT4S

L1B3RT45...

Manipulating-Web-Agents

Manipulating Autonomous LLM-based Web Agents with Indirect Prompt Injection Attacks With the ubiquity of LLM-integrated applications, investigating potential security risks is crucial. One of the most significant vulnerabilities in these systems is their susceptibility to adversarial attack via...

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...

llm-prompt-injection-resources

llm-prompt-injection-resources A curated collection of resources for learning and researching LLM prompt injection attacks, defenses, and security. Donate Support the maintenance of this project with PayPal or by scanning the QR code below...

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...

anticipator

Anticipator Runtime security for multi-agent AI systems. Anticipator detects prompt injection, credential leakage, encoding attacks, homoglyph spoofing, path traversal, and anomalous agent behavior across LangGraph pipelines — before they become incidents. No LLMs. No embeddings. No external APIs...

CVE-2025-61304

CVE-2025-61304 "OS command injection vulnerability in Dynatrace ActiveGate ping extension up to 1.016 via crafted ip address" In the background the ping extension is using the command prompt of Windows to perform the ping. The input field for the Test Target Host is also 1024 chars long. After th...

mcp-doorman

mcp-doorman The security gateway for MCP servers — every tool call gets checked at the door. CI npm License: Apache-2.0 PRs welcome mcp-doorman is a drop-in proxy that sits between your AI agent Claude Desktop, Claude Code, Cursor, VS Code, any MCP client and the MCP servers it uses. One command,...