Igor Shilov | DeepAI

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Featured Co-authors

Florian Tramèr
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Graham Cormode
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Alexandre Sablayrolles
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Pierre Stock
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Ilya Mironov
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Ashkan Yousefpour
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John Nguyen
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Davide Testuggine
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Jessica Zhao
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Akash Bharadwaj
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∙ 02/15/2022

Defending against Reconstruction Attacks with Rényi Differential Privacy

Reconstruction attacks allow an adversary to regenerate data samples of ...

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research

∙ 09/25/2021

Opacus: User-Friendly Differential Privacy Library in PyTorch

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∙ 06/07/2021

Antipodes of Label Differential Privacy: PATE and ALIBI

We consider the privacy-preserving machine learning (ML) setting where t...

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