Gaois

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  1. EDUCATION AND COMMUNICATIONS|information and information processing|information processing|artificial intelligence

    #664877

    IATE #3593027
    truailliú sonraí Reference Faomhadh an téarma seo mar chuid de Thionscadal Lex
    ga
    Datenverunreinigung
    de
    Definition Einschleusung oder Erfassung falscher oder gefälschter Daten Reference Council-DE in Anlehnung an Council-EN
    data pollution
    en
    Definition injection of maliciously crafted training data samples into a training set, causing the AI system to learn an incorrect model and subsequently misclassify testing samples Reference "Council-EN, based on: Yinzhi Cao et al. Efficient Repair of Polluted Machine Learning Systems via Causal Unlearning. ACM Asia Conference on Computer and Communications Security, Incheon, Republic of Korea, 4–8 June 2018 (2.3.2021)"
    Comment "In the case of data pollution the data is tampered with (most likely AFTER the development of the system) for either commercial or malicious purposes, whereas data poisoning refers to a deliberate attack carried out DURING the development of an AI system (making the system inherently corrupt.This strict distinction between the two concepts is not always made, however, and the terms are sometimes used interchangeably."
    pollution des données
    fr
    Definition introduction d'échantillons de données trafiqués à des fins malveillantes dans un ensemble de données de formation afin de saboter l'apprentissage d'un système d'intelligence artificelle Reference "Conseil-FR, d'après: Yinzhi Cao et al. Efficient Repair of Polluted Machine Learning Systems via Causal Unlearning. ACM Asia Conference on Computer and Communications Security, Incheon, Republic of Korea, 4–8 June 2018"