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	10
Journal	nature communications
Volume	13
Issue number	1
DOIs	https://doi.org/10.1038/s41467-022-33266-0
Publication status	Published - 29 Sept 2022

Fields of science

301101 General pathology
301108 Molecular pathology

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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\}",

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

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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 - 2022/9/29

Y1 - 2022/9/29

UR - https://www.scopus.com/pages/publications/85138958807

U2 - 10.1038/s41467-022-33266-0

DO - 10.1038/s41467-022-33266-0

M3 - Article

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SN - 2041-1723

VL - 13

JO - nature communications

JF - nature communications

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M1 - 5711

ER -

Adversarial attacks and adversarial robustness in computational pathology

Fields of science

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Cite this