The MeVer DeepFake Detection Service: Lessons Learnt from Developing and
Deploying in the Wild

The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild

27 April 2022

Spyridon Baxevanakis

Giorgos Kordopatis-Zilos

Panagiotis Galopoulos

Lazaros Apostolidis

Killian Levacher

Ipek B. Schlicht

I. Kompatsiaris

Symeon Papadopoulos

Papers citing "The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild"

11 / 11 papers shown

Title
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection D. Coccomini R. Caldelli Fabrizio Falchi Claudio Gennaro Giuseppe Amato SupR AAML 18 0 0 05 Oct 2024
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution D. Coccomini R. Caldelli Giuseppe Amato Fabrizio Falchi Claudio Gennaro AAML SupR 26 1 0 02 Jul 2024
Deepfake Detection and the Impact of Limited Computing Capabilities Paloma Cantero-Arjona Alfonso Sánchez-Macián 18 2 0 08 Feb 2024
Detecting Images Generated by Diffusers D. Coccomini Andrea Esuli Fabrizio Falchi Claudio Gennaro Giuseppe Amato DiffM 16 15 0 09 Mar 2023
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection D. Coccomini Giorgos Kordopatis-Zilos Giuseppe Amato R. Caldelli Fabrizio Falchi Symeon Papadopoulos Claudio Gennaro 17 14 0 20 Nov 2022
Shai-am: A Machine Learning Platform for Investment Strategies Jonghun Kwak Jungyu Ahn Jinho Lee S. Park 14 1 0 01 Jul 2022
FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations Yuyang Sun Zhiyong Zhang Changzhen Qiu Liang Wang Zekai Wang ViT 29 5 0 15 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 127 118 0 04 Nov 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 154 676 0 22 Apr 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 75 365 0 05 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 124 1,018 0 27 Sep 2019