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MAD@ICMR 2024: Phuket, Thailand
- Cristian Lucian Stanciu, Luca Cuccovillo, Bogdan Ionescu, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Adrian Popescu, Roberto Caldelli:
Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation, MAD 2024, Phuket, Thailand, June 10-14, 2024. ACM 2024 - Duc-Tien Dang-Nguyen
:
Multimedia AI vs Information Disorder: A Journey of Discovery. 1 - Matyas Bohacek
:
From Open-Source to Primetime: The Making of an AI News Anchor and its Role in the New Landscape of Disinformation. 2 - Jeong-Eun Choi
, Karla Schäfer
, Sascha Zmudzinski
:
Introduction to Audio Deepfake Generation: Academic Insights for Non-Experts. 3-12 - Karla Schäfer
, Jeong-Eun Choi
, Sascha Zmudzinski
:
Explore the World of Audio Deepfakes: A Guide to Detection Techniques for Non-Experts. 13-22 - Anitha Bhat Talagini Ashoka
, Luca Cuccovillo
, Patrick Aichroth
:
Audio Transformer for Synthetic Speech Detection via Benford's Law Distribution Analysis. 23-29 - Konstantinos Apostolidis
, Jakob Abeßer
, Luca Cuccovillo
, Vasileios Mezaris
:
Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol. 30-36 - Konstantinos Tsigos
, Evlampios Apostolidis
, Spyridon Baxevanakis
, Symeon Papadopoulos
, Vasileios Mezaris
:
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection. 37-45 - Dan-Cristian Stanciu
, Bogdan Ionescu
:
Improving Generalization in Deepfake Detection via Augmentation with Recurrent Adversarial Attacks. 46-54 - Manos Schinas
, Symeon Papadopoulos
:
SIDBench: A Python framework for reliably assessing synthetic image detection methods. 55-64 - Alexander Wißmann
, Steffen Zeiler
, Robert M. Nickel
, Dorothea Kolossa
:
Whodunit: Detection and Attribution of Synthetic Images by Leveraging Model-specific Fingerprints. 65-72 - Zacharias Chrysidis
, Stefanos-Iordanis Papadopoulos
, Symeon Papadopoulos
, Panagiotis Petrantonakis
:
Credible, Unreliable or Leaked?: Evidence verification for enhanced automated fact-checking. 73-81 - Salar Mohtaj
, Ata Nizamoglu
, Premtim Sahitaj
, Vera Schmitt
, Charlott Jakob
, Sebastian Möller
:
NewsPolyML: Multi-lingual European News Fake Assessment Dataset. 82-90 - Vera Schmitt
, Balázs Patrik Csomor
, Joachim Meyer
, Luis-Felipe Villa-Arenas
, Charlott Jakob
, Tim Polzehl
, Sebastian Möller
:
Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking. 91-100
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