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08/17/2020
WAFFLE: Watermarking in Federated Learning
Creators of machine learning models can use watermarking as a technique ...
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10/11/2019
Extraction of Complex DNN Models: Real Threat or Boogeyman?
Recently, machine learning (ML) has introduced advanced solutions to man...
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06/08/2019
Making targeted black-box evasion attacks effective and efficient
We investigate how an adversary can optimally use its query budget for t...
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06/03/2019
DAWN: Dynamic Adversarial Watermarking of Neural Networks
Training machine learning (ML) models is expensive in terms of computati...
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05/20/2018
Human-guided data exploration using randomisation
An explorative data analysis system should be aware of what the user alr...
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03/01/2018