733 citations · 895 across the 7 of their papers we have counts for
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cs.CR2021★ 30 cited
Membership Inference Attacks From First Principles
Nicholas Carlini, Steve Chien, Milad Nasr +3
A membership inference attack allows an adversary to query a trained machine learning model to predict whether or not a particular example was contained in the model's training dat…
cs.CR2016★ 733 cited
Stealing Machine Learning Models via Prediction APIs
Florian Tramèr, Fan Zhang, Ari Juels +2
Machine learning (ML) models may be deemed confidential due to their sensitive training data, commercial value, or use in security applications. Increasingly often, confidential ML…