Definition
An adversarial example is an input deliberately constructed or modified to induce an incorrect or targeted model response.
Distinguish it from nearby terms
Prompt injection changes model instruction-following through content; adversarial examples traditionally exploit learned decision boundaries, though the categories can overlap.
Check your understanding
Explain what perturbation is allowed, what the attacker wants, and whether a human would see the example as equivalent.