Construct · 1 fields · 1 citations

property inference attack: a standalone construct

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

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propertyinference attack1 CONSTRUCTProperty inferenceGANJU · 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

an attack that infers global properties of a model's training set, such as a population trait, from the trained model's parameters.

In adversarial machine learning, property inference attack refers to an attack that infers global properties of a model's training set, such as a population trait, from the trained model's parameters. This meaning comes from Ganju (2018) in Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security.[1]

Unit
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Nearby constructs

attack4 fields · 10 citationsjingle · one word, four constructsinference3 fields · 5 citationsjingle · one word, three constructslearning6 fields · 14 citationsjingle · one name, six constructs

References

  1. Ganju, K., Wang, Q., Yang, W., Gunter, C. A., & Borisov, N. (2018). Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations. Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. https://doi.org/10.1145/3243734.3243834

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