Brooks McMillin
AI Security Researcher & Machine Learning Protection Specialist
I develop cutting-edge security solutions for AI/ML systems, focusing on adversarial machine learning defense, LLM security, and protecting production AI infrastructure. Currently at Dropbox, I lead initiatives in securing large-scale language models and building robust defenses against emerging AI threats.
Current Focus
Advanced AI Security Research
Leading research in protecting AI systems from adversarial attacks, prompt injection, and model extraction. Developing next-generation security frameworks for LLMs, multimodal AI, and autonomous AI agents.
- Building real-time detection systems for adversarial inputs and prompt injection attacks
- Developing security benchmarks for evaluating LLM robustness and safety
- Researching privacy-preserving techniques for federated learning and distributed AI
- Creating defensive strategies against model inversion and membership inference attacks