Brooks McMillin
  • Home
  • About
  • Projects
  • Appearances
  • Blog

AI Security Research Blog

Welcome to my AI security research blog, where I share insights from securing machine learning systems at scale. From protecting Large Language Models to defending against adversarial attacks, these posts document cutting-edge research and practical solutions for AI security challenges.

Browse by Category

All Posts
LLM Security
January 28, 2026 13 min read

Defense in Depth for AI-Assisted Development: Pre-commit Hooks, Review Agents, and CI That Catch LLM Mistakes

Introduction

LLMs have become capable coders, but they can do unintuitive things in the name of achieving their goals. They will happily remove your …

#security #AI #LLM
Read Full Article →
LLM Security
September 7, 2025 4 min read

The Call is Coming from Inside the House: When your Agentic Coder Writes Dangerous Code

Introduction

Bianca is a (fictional) developer who wants to use an LLM to help her generate a script to download some of the latest LLM models from HuggingFace, …

#security #AI #LLM
Read Full Article →

© 2026 Brooks McMillin. All rights reserved.