home/dictionary/Adversarial Example

Adversarial Example

nouncandidate·updated May 13, 2026

No definition recorded.

Framework senses

A Taxonomy and Terminology of Adversarial Machine Learning1 senseview framework →
§1
Machine learning input sample formed by applying a small but intentionally worst-case perturbation ... to a clean example, such that the perturbed input causes a learned model to output an incorrect answer.
Principal component adversarial example1 senseview framework →
§1
Samples generated from real samples with carefully designed imperceptible perturbations