Construct · 1 fields · 1 citations

membership inference attack: a standalone construct

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

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Machine learning security

an attacker with query access to a trained model infers whether a given record was part of the model's training data.

In machine learning security, membership inference attack refers to an attacker with query access to a trained model infers whether a given record was part of the model's training data. This meaning comes from Shokri (2017) in 2017 IEEE Symposium on Security and Privacy (SP).[1]

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Nearby constructs

membership inference1 fields · 1 citationsanchor · a standalone construct attack4 fields · 10 citationsjingle · one word, four constructs inference3 fields · 5 citationsjingle · one word, three constructs

References

Shokri, R., Stronati, M., Song, C., & Shmatikov, V. (2017). Membership Inference Attacks Against Machine Learning Models. 2017 IEEE Symposium on Security and Privacy (SP). https://doi.org/10.1109/sp.2017.41

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