Construct · 1 fields · 1 citations

adversarial example: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning security

an input changed by a small, often imperceptible perturbation that causes a trained network to misclassify it, and that frequently fools other networks too.

In machine learning security, adversarial example refers to an input changed by a small, often imperceptible perturbation that causes a trained network to misclassify it, and that frequently fools other networks too. This meaning comes from Szegedy (2013) in arXiv.[1]

Unit
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Nearby constructs

fast gradient sign method1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs network4 fields · 6 citationsjingle · one word, four constructs

References

Szegedy, C., Zaremba, W., Sutskever, I., Bruna, J., Erhan, D., Goodfellow, I., & Fergus, R. (2013). Intriguing properties of neural networks. arXiv. https://doi.org/10.48550/arxiv.1312.6199

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