Construct · 1 fields · 1 citations

substitute model attack: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
substitutemodel attack1 CONSTRUCTSubstitute model attackPAPERNOT · 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

a black-box attack that trains a local substitute from the target's labels and crafts adversarial examples on it that transfer to the target.

In adversarial machine learning, substitute model attack refers to a black-box attack that trains a local substitute from the target's labels and crafts adversarial examples on it that transfer to the target. This meaning comes from Papernot (2017) in Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security.[1]

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Nearby constructs

attack4 fields · 10 citationsjingle · one word, four constructslearning6 fields · 14 citationsjingle · one name, six constructsmodel3 fields · 3 citationsjingle · one word, three constructs

References

  1. Papernot, N., McDaniel, P., Goodfellow, I., Jha, S., Celik, Z. B., & Swami, A. (2017). Practical Black-Box Attacks against Machine Learning. Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security. https://doi.org/10.1145/3052973.3053009

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