Defense & Mitigation Assessment (Assessment)
Test your knowledge of AI guardrails, monitoring systems, incident response, and defense-in-depth strategies with 15 intermediate-level questions.
Defense & Mitigation Assessment
This assessment covers guardrail architectures, content filtering, anomaly detection, monitoring strategies, incident response for AI systems, and defense-in-depth approaches. Understanding offensive techniques from the earlier assessments will help contextualize these defensive concepts.
Why is a layered defense (defense-in-depth) approach essential for LLM-based applications?
What is the difference between a 'guardrail' and a 'content filter' in AI security?
What are the limitations of using a separate LLM as a guardrail (LLM-as-judge approach)?
How should PII detection be implemented in an LLM application's output pipeline?
What monitoring signals should trigger an alert in an AI security monitoring system?
Why is prompt/response logging important for AI security, and what privacy considerations apply?
What is 'canary token' detection in the context of AI system security?
How should rate limiting be configured differently for AI endpoints compared to traditional web APIs?
What is the role of output validation in preventing 'insecure output handling' vulnerabilities?
Why is A/B testing important for guardrail deployment and tuning?
What should an AI-specific incident response plan include that traditional IR plans do not?
How do 'circuit breaker' patterns apply to AI system defense?
What is the purpose of 'red team as a service' or continuous automated red teaming for deployed AI systems?
Why should guardrail decisions be logged and auditable independently of model inference logs?
What is 'model versioning' and why is it important for AI security operations?
Scoring Guide
| Score | Rating | Next Steps |
|---|---|---|
| 13-15 | Excellent | Strong defense knowledge. Proceed to the Governance Assessment. |
| 10-12 | Proficient | Good understanding of defense concepts. Review specifics in the Defense & Mitigation section. |
| 7-9 | Developing | Re-study defense material, focusing on guardrail architecture and monitoring. |
| 0-6 | Needs Review | Build stronger offensive knowledge first (earlier assessments), then return to defense material. |