AI Safety Auditing Course
A practical framework for auditing third-party LLM services, securing applications, and building a durable internal security posture.
Foundation
Understand LLM application security and the ecosystem around deployed models.
Introduction to LLM Application Security
The shift from deterministic systems to probabilistic applications and the security posture that requires.
The LLM Application Ecosystem
Application anatomy, attack surfaces, and practical threat modeling for LLM systems.
Data Governance
Training data usage, data segregation, retention policies, and vendor data questions.
Security and Assessment
Mitigate prompt, supply-chain, and vendor risk.
The Art of the Prompt
Prompt injection, defensive prompting, input handling, and output controls.
Securing the Supply Chain
Model, dependency, and data supply-chain risks in LLM applications.
Vendor Assessment Framework
Security controls, compliance evidence, and risk questions for LLM vendors.
Application and Future
Apply the audit framework and prepare for a changing threat landscape.