About Me

Carter Pfaff

Aerospace Engineering @ Brooklyn Technical.

  • Based in NYC
  • Engineering Mech, Aero, and CS
  • Academy Fellow @ NY Philosophical Society
  • 50 repos and counting: github.com/melonmars

Reach me at carterpfaff@gmail.com, LinkedIn.

Carter Pfaff
Talks

Autonomous Exploitation at Scale

With the advent of powerful, open-source, and lightweight large language models, the cost barriers that typically prevent targeted attacks – with people manually scanning, infecting, and exploiting – are vastly reduced. This talk presents a self-propagating worm which autonomously detects devices, enumerates their vulnerabilities and services, checks for exploits which could work on them, and exploits them and spreads to them, forming a distributed network. It discusses the limitations, design decisions, and tradeoffs made in the development.

Presented at: HOPE 26

Download the presentation slides
Publications

LLMs are more than just fancy autocomplete

An article discussing mechanistic interpretability, it's implications for cybersecurity, and an analysis of different techniques.

Appeared in: 2600 Spring 2026