AI & Machine Learning Security
AI & Machine Learning Security
LLM risks and AI app defenses.
LLM architecture risks, prompt injection, data leakage, RAG/agent threats, AI red teaming and defenses — evaluated in isolated lab apps.
Syllabus
AI security core
Fundamentals through defense.
- AI and ML Security Fundamentals (preview)
- Understanding LLM Architecture
- Prompt Injection
- LLM Security Risks
- AI Data Leakage
- Model Security
- AI Application Threat Modeling
- RAG Security
- AI Agent Security
- Autonomous AI Systems
- AI Red Teaming
- AI Security Testing
- AI Application Defense
Inside this track
Labs · Quizzes · Certificate
Practice stays inside the course. Labs for this track unlock free when you enrol; quizzes check the same topics; finish ≈90%+ to claim a CYNARKS Academy certificate.
Track labs
11 linked labs · free with this course enrol
- Least Privilege Policy₹799/mo
- Cloud Shared Responsibility₹499/mo
- SAST vs DAST₹799/mo
- Cloud IAM Wildcard₹1,499/mo
- Kubernetes RBAC Scope₹1,499/mo
- Terraform Public Security Group₹799/mo
+5 more in track
Track quiz
117 questions matched to this course topics
Knowledge checks for this track only — not a separate global quiz menu.
Start track quizCYNARKS certificate
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