kingroryg
work
I help raise the security bar for Amazon Sagemaker at AWS. I work mostly in network protocols, applied cryptography, and ML security.
papers
Dynamic Activation-Aware Alpha Modulation for Better Model Diffing [arXiv 2025]
MAPLE: Specialized Modular Neural Architectures for Multi-Agent Reinforcement Learning [PDF]
ACSE-Eval: Can LLMs threat-model real-world cloud infrastructure? [ESORICS Workshop 2025]
Representation Engineering for Large-Language Models: 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]
Chapel comes of age: Making scalable programming productive [Cray User Group 2018]
security
> tba
other work
unsql.ai: text to sql for legacy databases [now acquired]
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smunshi.net - X - Mastadon - Email