Matthew Hull

I am a Machine Learning (ML) PhD student at Georgia Tech, advised by Polo Chau. My current research is in adversarial machine learning and simulation using differentiable rendering. I have been a pilot for 20+ years and am currently a Captain on the Boeing 767 for FedEx, based in the Bay Area.

News

2025 Aug
I'll be presenting RenderBender at IJCAI '25 this week. See you in Montreal ๐Ÿ!
2025 May
3D Gaussian Splat Vulnerabilities was accepted to CVPR '25 NFBCC Workshop ๐ŸŽ‰!
2025 Apr
Our RenderBender Survey accepted at IJCAI '25 ๐Ÿฅณ!
2024 Oct
I passed my ML PhD Qualifier Exam ๐Ÿ™Œ!
2024 May
I will be presenting REVAMP at ICLR'24 this week. See you in Vienna ๐Ÿ‡ฆ๐Ÿ‡น !
2024 Mar
๐ŸŽ‰ Our REVAMP accepted as a TinyPaper at ICLR!

Featured Works

3D Gaussian Splat Vulnerabilities
3D Gaussian splats easily attacked
RenderBender
A Survey on Adversarial Attacks Using Differentiable Rendering
Navigating the LLM Safety Landscape
Safety Basin phenomenon and novel metric to measure LLM finetuning safety
Revamp
Automated simulations for adversarial object attacks in realistic scenes.
LLM Self Defense
LLMโ€™s can filter out harmful content produced by themselves!
VisGrader
Automatic grading of D3 visualizations.