AI Lesson & Submodule

Prompt Injection Basics

Learn how users bypass system prompts and how to write basic defenses.

Why This Matters

Adversarial prompts can hijack model logic, leading to server leaks or toxic generations.

What You Will Learn

  • Identify system bypasses
  • Implement injection filters
  • Use XML/JSON isolation tags

Concepts Covered

System prompt bypassesAdversarial text filteringModel sandboxing

Mapped Foundation Project: AI Scam Detector

System design analyzing incoming messages for fraud signals, using classification prompt instructions and confidence bounds.

Architecture Preview

Inbound message router evaluating inputs against prompt structures and returning classified risk vectors.

User Input TextScam Evaluator PromptScam Model Call
Tech Stack Planned
ReactTypeScript
GitHub: Coming SoonLive Demo: Coming Soon
Coming Soon

Technical Interview Value

  • ?Explain three strategies to prevent prompt injection in customer-facing chat forms