I study how things break.

Security researcher at AWS.

Research
Scalable Multi-Vendor Attribution for Diffusion Models
arXiv 2026
Manifold of Failure: Behavioral Attraction Basins in Language Models
arXiv 2026
MAPLE: Specialized Modular Neural Architectures for Multi-Agent RL
PDF
ACSE-Eval: Can LLMs threat-model real-world cloud infrastructure?
ESORICS Workshops 2025
Representation Engineering for LLMs: Survey and Research Challenges
ACM Survey 2025
A Field Experiment to Study the Effect of Ad-Blocking and Anti-Tracking on Consumer Behavior
Economics of Digital Services 2022
Projects
turbokv
high-performance key-value store
unsql (acquired)
natural language to SQL for legacy databases
Chapel crypto standard library (paper)
cryptography primitives for Chapel's official package ecosystem
Vulnerability disclosures
CVE-2026-24491 2026
Writing
On provenance of pictures
Aug 2024
Kolmogorov complexity
Sep 2023