Construct · 1 fields · 1 citations

sponge examples: 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.

Adversarial machine learning

inputs crafted to maximize a neural network's energy use or response time, degrading availability rather than accuracy.

In adversarial machine learning, sponge examples refers to inputs crafted to maximize a neural network's energy use or response time, degrading availability rather than accuracy. This meaning comes from Shumailov (2021) in 2021 IEEE European Symposium on Security and Privacy (EuroS&P).[1]

Unit
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Nearby constructs

accuracy3 fields · 6 citationsjingle · one word, three constructs availability2 fields · 2 citationsjingle · one word, two constructs energy5 fields · 10 citationsjingle · one word, five constructs

References

Shumailov, I., Zhao, Y., Bates, D., Papernot, N., Mullins, R., & Anderson, R. (2021). Sponge Examples: Energy-Latency Attacks on Neural Networks. 2021 IEEE European Symposium on Security and Privacy (EuroS&P). https://doi.org/10.1109/eurosp51992.2021.00024

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