The five stages
- 1
Foundation
In progressWhat AI security engineers do, why AI systems have unique attack surfaces, prompt injection fundamentals. Four concept pages, no code.
0 of 8 completed Core Skills
Submit boss to unlockJailbreak taxonomy, defence in depth, red-teaming methodology, adversarial examples. Concept pages plus problems.
Submit the Stage 1 boss to unlockApplied Practice
Submit boss to unlockRAG system security, agent exfiltration attacks, privacy in ML, AI compliance. Medium problems with real attack scenarios.
Submit the Stage 2 boss to unlockInterview Ready
Submit boss to unlockFederated learning security, backdoor detection, watermarking and provenance. Hard problems with golden-answer comparison.
Submit the Stage 3 boss to unlockFinal Prep + Certificate
ProCompany-tagged problems only. Required 15-minute simulator capstone. Completion generates a shareable certificate.
Unlock with Pro