Forensic Analysis of Synthetically Generated Western Blot Images-Reference-Cited by-同舟云学术

Forensic Analysis of Synthetically Generated Western Blot Images

Published:2022 Issue: Volume:10 Page:59919-59932
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Mandelli Sara¹^ORCID,Cozzolino Davide²^ORCID,Cannas Edoardo D.¹^ORCID,Cardenuto Joao P.³^ORCID,Moreira Daniel⁴,Bestagini Paolo¹^ORCID,Scheirer Walter J.⁴^ORCID,Rocha Anderson³^ORCID,Verdoliva Luisa⁵^ORCID,Tubaro Stefano¹^ORCID,Delp Edward J.⁶^ORCID

Affiliation:

1. Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy

2. Dipartimento di Ingegneria Elettrica e Tecnologie dell’Informazione, University Federico II of Naples, Naples, Italy

3. Artificial Intelligence Laboratory, RECOD.ai, Institute of Computing, University of Campinas, Campinas, Brazil

4. Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA

5. Dipartimento di Ingegneria Industriale, University Federico II of Naples, Naples, Italy

6. School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA

Funder

Defense Advanced Research Projects Agency (DARPA) and the Air Force Research Laboratory

PREMIER project, funded by the Italian Ministry of Education, University, and Research within the PRIN 2017 program

NVIDIA corporation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/9668973/09785655.pdf?arnumber=9785655

Reference45 articles.

1. StarGAN v2: Diverse Image Synthesis for Multiple Domains

2. LSUN: Construction of a large-scale image dataset using deep learning with humans in the loop;yu;arXiv 1506 03365,2015

3. Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions

4. CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis

5. Detecting GAN generated Fake Images using Co-occurrence Matrices

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