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Vincent Bindschaedler

DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning

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Nov 02, 2023
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SoK: Memorization in General-Purpose Large Language Models

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Oct 24, 2023
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On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning

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May 13, 2022
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Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems

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Mar 10, 2022
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Beyond $L_p$ clipping: Equalization-based Psychoacoustic Attacks against ASRs

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Oct 25, 2021
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Covert Message Passing over Public Internet Platforms Using Model-Based Format-Transforming Encryption

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Oct 13, 2021
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SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems

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Jul 21, 2020
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Understanding Membership Inferences on Well-Generalized Learning Models

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Feb 13, 2018
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Plausible Deniability for Privacy-Preserving Data Synthesis

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Aug 26, 2017
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