My name is Jiarui Li. I work at the intersection of AI security, applied cryptography, and practical systems, with a focus on LLM privacy and trustworthy AI.

This blog is where I turn reading and prototyping into structured notes—problem definitions, threat models, techniques, and what I think still doesn’t work.

Topics I write about

  • Prompt privacy & semantic leakage in LLM applications
  • Threat modeling for enterprise LLM deployments
  • Secure inference / privacy-preserving ML systems
  • Integrity in federated learning