Adversarial attacks and adversarial robustness in computational pathology

Narmin Laleh Ghaffari; Daniel Truhn; Gregory Patrick Veldhuizen; Tianyu han; Marko van Treeck; Roman D Buelow; Rupert Langer; B. Dislich; Peter Boor; Volkmar Schulz; Jakob Nikolas Kather

doi:10.1038/s41467-022-33266-0

Adversarial attacks and adversarial robustness in computational pathology

Narmin Laleh Ghaffari, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu han, Marko van Treeck, Roman D Buelow, Rupert Langer, B. Dislich, Peter Boor, Volkmar Schulz, Jakob Nikolas Kather

Department of Pathology and Molecular Pathology

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	5711
Number of pages	2413
Journal	nature communications
DOIs	https://doi.org/10.1038/s41467-022-33266-0
Publication status	Published - Sept 2022

Fields of science

301101 General pathology
301108 Molecular pathology

Access to Document

10.1038/s41467-022-33266-0

Cite this

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title = "Adversarial attacks and adversarial robustness in computational pathology",

author = "Ghaffari, {Narmin Laleh} and Daniel Truhn and Veldhuizen, {Gregory Patrick} and Tianyu han and {van Treeck}, Marko and Buelow, {Roman D} and Rupert Langer and B. Dislich and Peter Boor and Volkmar Schulz and Kather, {Jakob Nikolas}",

year = "2022",

month = sep,

doi = "10.1038/s41467-022-33266-0",

language = "English",

journal = "nature communications",

issn = "2041-1723",

publisher = "Springer Nature Limited",

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TY - JOUR

T1 - Adversarial attacks and adversarial robustness in computational pathology

AU - Ghaffari, Narmin Laleh

AU - Truhn, Daniel

AU - Veldhuizen, Gregory Patrick

AU - han, Tianyu

AU - van Treeck, Marko

AU - Buelow, Roman D

AU - Langer, Rupert

AU - Dislich, B.

AU - Boor, Peter

AU - Schulz, Volkmar

AU - Kather, Jakob Nikolas

PY - 2022/9

Y1 - 2022/9

U2 - 10.1038/s41467-022-33266-0

DO - 10.1038/s41467-022-33266-0

M3 - Article

SN - 2041-1723

JO - nature communications

JF - nature communications

M1 - 5711

ER -