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

2026 Aug

👏 BMVC'26 good news! ComplicitSplat paper accepted to BMVC Main Conference!

2026 Jun

✈️ To the aviation-interested: try out the Crosswind Explainer!

2025 Aug

I'll be presenting RenderBender at IJCAI '25 this week. See you in Montreal 🍁!

2025 May

3D Gaussian Splat Vulnerabilities was accepted to CVPR '25 NFBCC Workshop 🎉!

2025 Apr

Our RenderBender Survey accepted at IJCAI '25 🥳!

2024 Oct

I passed my ML PhD Qualifier Exam 🙌!

More…

Featured Works

Downstream models are vulnerable to blackbox attacks by 3dgs camouflages

BMVC

A Survey on Adversarial Attacks Using Differentiable Rendering

IJCAI'25

Safety Basin phenomenon and novel metric to measure LLM finetuning safety

NeurIPS'24

Automated simulations for adversarial object attacks in realistic scenes.

ICLR'24

LLM’s can filter out harmful content produced by themselves!

ICLR'24

Automatic grading of D3 visualizations.

VIS'23