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Model Extraction

nounid 4983·updated Aug 28, 2026
verified

Adversaries maliciously exploiting the query interface to steal the model. More precisely, in a model extraction attack, a good approximation of a sensitive or proprietary model held by the server is extracted (i.e. learned) by a dishonest user who interacts with the server only via the query interface.

MWE

Attested in

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Classifications

Entity Type

Threat92%llm-generatedllm:claude-haiku-4-5

Sensitivity

unclassified

Information Class

unclassified

Variants

synonym
model inversionmodel stealing
plural
Model Extractions
possessive
Model Extraction's
pluralpossessive
Model Extractions'

Framework definitions

Chandrasekaran,_Varun1 senseview framework →
§1
Adversaries maliciously exploiting the query interface to steal the model. More precisely, in a model extraction attack, a good approximation of a sensitive or proprietary model held by the server is extracted (i.e. learned) by a dishonest user who interacts with the server only via the query interface.
Legacy lexicon import1 senseview framework →
§1 · legacy_primary
Adversaries maliciously exploiting the query interface to steal the model. More precisely, in a model extraction attack, a good approximation of a sensitive or proprietary model held by the server is extracted (i.e. learned) by a dishonest user who interacts with the server only via the query interface.
DR-088 backfill from the noun definition column

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Incoming relationships

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