Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images-Reference-Cited by-同舟云学术

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Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images

Published:2024-05 Issue:3 Volume:22 Page:77-86
ISSN:1540-7993
Container-title:IEEE Security & Privacy
language:
Short-container-title:IEEE Secur. Privacy

Author:

Maiano Luca¹^ORCID,Benova Alexandra²^ORCID,Papa Lorenzo¹^ORCID,Stockner Mara³^ORCID,Marchetti Michela³,Convertino Gianmarco³^ORCID,Mazzoni Giuliana⁴,Amerini Irene⁴^ORCID

Affiliation:

1. Department of Computer, Control, and Management Engineering “Antonio Ruberti,”, Sapienza University of Rome, Rome, Italy

2. Institute of Cognitive Science, Osnabrück University, Osnabrück, Germany

3. Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy

4. Sapienza University of Rome, Rome, Italy

Funder

Cyberspace Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/8013/10533717/10533718.pdf?arnumber=10533718

Reference15 articles.

1. Deep Learning for Multimedia Forensics

2. Video Face Manipulation Detection Through Ensemble of CNNs

3. On The Detection of Synthetic Images Generated by Diffusion Models

4. Differences between and within individuals, and subprocesses of face cognition: implications for theory, research and personnel selection

5. Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art

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