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Peter Lorenz

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Adversarial Examples are Misaligned in Diffusion Model Manifolds

Jan 17, 2024
Peter Lorenz, Ricard Durall, Janis Keuper

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Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality

Jul 20, 2023
Peter Lorenz, Ricard Durall, Janis Keuper

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Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection

Dec 13, 2022
Peter Lorenz, Margret Keuper, Janis Keuper

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Visual Prompting for Adversarial Robustness

Oct 12, 2022
Aochuan Chen, Peter Lorenz, Yuguang Yao, Pin-Yu Chen, Sijia Liu

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Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?

Dec 02, 2021
Peter Lorenz, Dominik Strassel, Margret Keuper, Janis Keuper

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Detecting AutoAttack Perturbations in the Frequency Domain

Nov 16, 2021
Peter Lorenz, Paula Harder, Dominik Strassel, Margret Keuper, Janis Keuper

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