Adversarial Example
nounid
4723·updated Aug 28, 2026verified
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.
MWE
Attested in
No recorded attestations. They are written when an MWE tagging stage is completed, stamped with the pack version and the document’s digest.
Classifications
Entity Type
Threat100%manual revieweval-seeds-v0.4-2026-05-14
Sensitivity
unclassified
Information Class
unclassified
Variants
- synonym
- adversarial perturbation
- plural
- Adversarial Examples
- possessive
- Adversarial Example's
- pluralpossessive
- Adversarial Examples'
Framework definitions
- §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.
- §1
- Samples generated from real samples with carefully designed imperceptible perturbations
- §1 · legacy_primary
- 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.DR-088 backfill from the noun definition column
Outgoing relationships
No outgoing triples
This term is not the subject of any RDF-style relationship yet.
Incoming relationships
No incoming triples
No other term currently asserts a relationship to this one.