ai_ml_hacking

Awesome AI & ML Pentesting: The Curated Resource Every AI Security Researcher Needs

Artificial Intelligence has become one of the fastest-growing attack surfaces in modern cybersecurity. Organizations are deploying Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, autonomous agents, Model Context Protocol (MCP) servers, AI copilots, and machine learning pipelines at an unprecedented pace.

Unfortunately, security knowledge around these technologies is scattered across hundreds of GitHub repositories, research papers, blog posts, OWASP projects, academic publications, and conference talks.

openrouter fusion - capabilities similar to Anthropic Fable

Openrouter Fusion

Openrouter announced openrouter/fusion, a drop-in model alias that they touted can be as good as Anthropic Fable. So, I thought I will give it a try and here are my observations. But before that, here’s how it works (as described by OpenRouter):

Introducing the Fusion API, the smartest compound model in the market.

Fusion achieves Fable-level intelligence on deep research tasks at half the price.

A panel of configurable models analyzes your prompt in parallel when the judge model thinks it’s needed, letting you build your own LLM councils to:

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Leveraging ffuf for Timing Attacks: Practical Workflow and Burp Integration

Ollama Security Hardening: Practical Guide for Cloud Deployments

nmap_cheatsheet.md

I used zapgpt to create a nmap cheat sheet that you too can follow. Just follow the following steps:

Fist save the output of nmap help command to a file. You can also try with nmap man page but that is too huge :(

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nmap -h > /tmp/nmap.txt

Now you have the nmap help output, you can use zapgpt to create the cheatsheet :

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zapgpt -p openrouter -m moonshotai/kimi-k2.5 -f /tmp/nmap.txt "Create a 2 page cheatsheet (nicely formatted) for this content. I want you to provide the output in dvi and tell me how to convert that to pdf?"

This will provide you with a text file and how to convert the text to pdf file. I had to use the following commands for converting the tex file to pdf.

Convert Man Pages to ASCII, HTML, Markdown, and PDF (Groff + Pandoc)

Abusing Active Directory Certificate Services with Certipy: From Initial Access to Beyond Root