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No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning
Thorsten Eisenhofer*, Erwin Quiring, Jonas Möller, Doreen Riepel, Thorsten Holz, Konrad Rieck
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On the Detection of Image-Scaling Attacks in Machine Learning
To appear. Link to PDF soon.
Erwin Quiring, Andreas Müller, Konrad Rieck
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Dos and Don'ts of Machine Learning in Computer Security
Distinguished Paper Award
Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
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Misleading Deep-Fake Detection with GAN Fingerprints
Vera Wesselkamp, Konrad Rieck, Daniel Arp, Erwin Quiring
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Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning
Erwin Quiring, David Klein, Daniel Arp, Martin Johns, Konrad Rieck
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Backdooring and Poisoning Neural Networks with Image-Scaling Attacks
Erwin Quiring, Konrad Rieck
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Misleading Authorship Attribution of Source Code using Adversarial Learning
Erwin Quiring, Alwin Maier, Konrad Rieck
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On the Security and Applicability of Fragile Camera Fingerprints
Erwin Quiring, Matthias Kirchner, Konrad Rieck
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Adversarial Machine Learning Against Digital Watermarking
Erwin Quiring, Konrad Rieck
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Forgotten Siblings: Unifying Attacks on Machine Learning and Digital Watermarking
Erwin Quiring, Daniel Arp, Konrad Rieck
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