Adversarial Perturbation - AI & ML Glossary | Farez Vadsaria

Specialized AI Topics

Adversarial Perturbation

Small carefully crafted changes to input that fool models while imperceptible to humans.

This concept is essential for understanding specialized ai topics and forms a key part of modern AI systems.

Adversarial Example
Attack
Robustness

Tags

specialized-ai-topics adversarial-example attack robustness

Related Terms

Adversarial Example

An input with imperceptible perturbations that causes a model to make a wrong prediction, highlighting model fragility.

Robustness

A model's ability to maintain performance under distribution shifts, adversarial attacks, or noisy inputs.

← Back to All Terms