I help raise the security bar for Amazon Sagemaker at AWS. My work highlights my interests in network protocols, applied cryptography, and ML security.
Publications
- Dynamic Activation-Aware Alpha Modulation for Better Model Diffing (arXiv 2025)
- MAPLE: Specialized Modular Neural Architectures for Multi-Agent Reinforcement Learning (arXiv 2025)
- ACSE-Eval: Can LLMs threat-model real-world cloud infrastructure? (ESORICS Workshop 2025)
- Representation Engineering for Large-Language Models: Survey and Research Challenges (ACM Computing Surveys 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: CVE-...