Domain: Security & Privacy
Differential Privacy
Intermediate
A formal privacy framework ensuring outputs do not reveal much about any single individual’s data contribution.
Encryption in Transit/At Rest
Intermediate
Protecting data during network transfer and while stored; essential for ML pipelines handling sensitive data.
Red Teaming
Intermediate
Stress-testing models for failures, vulnerabilities, policy violations, and harmful behaviors before release.