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researcher

Luca Guarnera

26 papers hereh-index 151.3k citations62 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author19

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.CV22
  • cs.LG1
  • cs.MM1
  • cs.SD1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedFighting Deepfake by Exposing the Convolutional Traces on Images

154 citations · 374 across the 25 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022

On the Exploitation of Deepfake Model Recognition

Luca Guarnera, Oliver Giudice, Matthias Niessner +1

Despite recent advances in Generative Adversarial Networks (GANs), with special focus to the Deepfake phenomenon there is no a clear understanding neither in terms of explainabilit…

cs.CV2022★ 7 cited

Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images

Luca Guarnera, Oliver Giudice, Sebastiano Battiato

Most recent style-transfer techniques based on generative architectures are able to obtain synthetic multimedia contents, or commonly called deepfakes, with almost no artifacts. Re…

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