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Class: ModelInversion

A type of attack to AI models, in which the access to a model is abused

to infer information about the training data

URI: ai:ModelInversion

 classDiagram
    class ModelInversion
    click ModelInversion href "../ModelInversion/"
      AiSecurityAttack <|-- ModelInversion
        click AiSecurityAttack href "../AiSecurityAttack/"

Inheritance

Class Properties

Property Value
Class URI ai:ModelInversion

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Model Inversion

Comments

Identifier and Mapping Information

Annotations

property value
upstream_iri https://w3id.org/dpv/ai/owl#ModelInversion
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:ModelInversion
native ai:ModelInversion
exact dpv_ai:ModelInversion, dpv_ai_owl:ModelInversion

LinkML Source

Direct

name: ModelInversion
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelInversion
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'A type of attack to AI models, in which the access to a model is abused

  to infer information about the training data'
comments:
- '(HLEG Assessment List for Trustworthy Artificial Intelligence

  (ALTAI),https://digital-strategy.ec.europa.eu/en/library/assessment-list-trustworthy-artificial-intelligence-altai-self-assessment)'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Inversion
exact_mappings:
- dpv_ai:ModelInversion
- dpv_ai_owl:ModelInversion
is_a: AiSecurityAttack
class_uri: ai:ModelInversion

Induced

name: ModelInversion
annotations:
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelInversion
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'A type of attack to AI models, in which the access to a model is abused

  to infer information about the training data'
comments:
- '(HLEG Assessment List for Trustworthy Artificial Intelligence

  (ALTAI),https://digital-strategy.ec.europa.eu/en/library/assessment-list-trustworthy-artificial-intelligence-altai-self-assessment)'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Inversion
exact_mappings:
- dpv_ai:ModelInversion
- dpv_ai_owl:ModelInversion
is_a: AiSecurityAttack
class_uri: ai:ModelInversion