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Before yesterdayBlack Hills Information Security

Everyone’s Selling AI That Kills Pentesting. We Built One That Doesn’t.

By: BHIS
17 June 2026 at 09:00

What we built, Fusion AI, runs at about a third the cost of a traditional external pentest, a human tester still signs off on every finding, and it is not here to replace anybody.
We have been hearing that one a lot. So when Melisa from our Business Capture team sat down with Brian Fehrman and me for this episode of AI Security Ops, she started with, β€œWhat is this thing you built, and is it the same hype everyone else is selling?”

The post Everyone’s Selling AI That Kills Pentesting. We Built One That Doesn’t. appeared first on Black Hills Information Security, Inc..

Model Context Protocol (MCP)

By: BHIS
22 October 2025 at 10:00

The Model Context Protocol (MCP) is a proposed open standard that provides a two-way connection for AI-LLM applications to interact directly with external data sources. It is developed by Anthropic and aims to simplify AI integrations by reducing the need for custom code for each new system.

The post Model Context Protocol (MCP) appeared first on Black Hills Information Security, Inc..

Augmenting Penetration Testing Methodology with Artificial Intelligence – Part 3: Arcanum Cyber Security Bot

By: BHIS
25 June 2025 at 10:00

In my journey to explore how I can use artificial intelligence to assist in penetration testing, I experimented with a security-focused chat bot created by Jason Haddix called Arcanum Cyber Security Bot (available on https://chatgpt.com/gpts). Jason engineered this bot to leverage up-to-date technical information related to application security and penetration testing.

The post Augmenting Penetration Testing Methodology with Artificial Intelligence – Part 3: Arcanum Cyber Security Bot appeared first on Black Hills Information Security, Inc..

Augmenting Penetration Testing Methodology with Artificial Intelligence – Part 1: Burpference

By: BHIS
7 May 2025 at 10:00

Burpference is a Burp Suite plugin that takes requests and responses to and from in-scope web applications and sends them off to an LLM for inference. In the context of artificial intelligence, inference is taking a trained model, providing it with new information, and asking it to analyze this new information based on its training.

The post Augmenting Penetration Testing Methodology with Artificial Intelligence – Part 1: Burpference appeared first on Black Hills Information Security, Inc..

Getting Started with AI Hacking: Part 1

By: BHIS
2 April 2025 at 10:00

Getting Started with AI Hacking

You may have read some of our previous blog posts on Artificial Intelligence (AI). We discussed things like using PyRIT to help automate attacks. We also covered the dangers of […]

The post Getting Started with AI Hacking: Part 1 appeared first on Black Hills Information Security, Inc..

AI Large Language Models and Supervised Fine Tuning

By: BHIS
23 January 2025 at 10:00

This blog post is aimed at the intermediate level learner in the fields of data science and artificial intelligence. If you would like to read up on some fundamentals, here […]

The post AI Large Language Models and Supervised Fine Tuning appeared first on Black Hills Information Security, Inc..

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