45 citations · 68 across the 3 of their papers we have counts for
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cs.CR2021★ 22 cited
Training Data Leakage Analysis in Language Models
Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz +4
Recent advances in neural network based language models lead to successful deployments of such models, improving user experience in various applications. It has been demonstrated t…
cs.CR2021★ 1 cited
N-grams Bayesian Differential Privacy
Osman Ramadan, James Withers, Douglas Orr
Differential privacy has gained popularity in machine learning as a strong privacy guarantee, in contrast to privacy mitigation techniques such as k-anonymity. However, applying di…