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Sebastian Szyller

SoK: Unintended Interactions among Machine Learning Defenses and Risks

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Dec 07, 2023
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False Claims against Model Ownership Resolution

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Apr 28, 2023
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On the Robustness of Dataset Inference

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Oct 24, 2022
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Conflicting Interactions Among Protections Mechanisms for Machine Learning Models

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Jul 05, 2022
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SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning

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Dec 04, 2021
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Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks

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Apr 26, 2021
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Extraction of Complex DNN Models: Real Threat or Boogeyman?

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Oct 11, 2019
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Detecting organized eCommerce fraud using scalable categorical clustering

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Oct 10, 2019
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DAWN: Dynamic Adversarial Watermarking of Neural Networks

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Jun 12, 2019
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