Construct · 1 fields · 1 citations

adversarial classification: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed
adversarialclassification1 CONSTRUCTAdversarialDALVI · ADVERSARIAL MACHINE

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Adversarial machine learning

modeling classification as a game between a classifier and an adversary who changes inputs to evade it, so the classifier anticipates manipulation.

In adversarial machine learning, adversarial classification refers to modeling classification as a game between a classifier and an adversary who changes inputs to evade it, so the classifier anticipates manipulation. This meaning comes from Dalvi (2004) in Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining.[1]

Unit
Recovery means
Measured by

Next

Run it through the Collider, or take the citations with you.

See how adversarial classification sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in ColliderExport BibTeXReport this entry

Nearby constructs

game2 fields · 3 citationsjingle · one word, two constructsknowledge6 fields · 12 citationsjingle · one name, six constructslearning6 fields · 14 citationsjingle · one name, six constructs

References

  1. Dalvi, N., Domingos, P., Mausam, Sanghai, S., & Verma, D. (2004). Adversarial classification. Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining. https://doi.org/10.1145/1014052.1014066

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct