Construct · 1 fields · 1 citations

backdoor attack: a standalone construct

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

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Machine learning security

a model trained or supplied by an adversary behaves normally on ordinary inputs but misbehaves whenever a secret trigger pattern appears.

In machine learning security, backdoor attack refers to a model trained or supplied by an adversary behaves normally on ordinary inputs but misbehaves whenever a secret trigger pattern appears. This meaning comes from Gu (2017) in arXiv.[1]

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Nearby constructs

attack4 fields · 10 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Gu, T., Dolan-Gavitt, B., & Garg, S. (2017). BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain. arXiv. https://doi.org/10.48550/arxiv.1708.06733

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