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MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27 - 30, 2022

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Towards Generalization in Deepfake Detection
Luisa Verdoliva

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Let the Chatbot Speak! Freedom of Expression and Synthetic Media
Katja De Vries

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On the Generalizability of Two-dimensional Convolutional Neural Networks for Fake Speech Detection
Christoforos Papastergiopoulos | Anastasios Vafeiadis | Ioannis Papadimitriou | Konstantinos Votis | Dimitrios Tzovaras

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Spectral Denoising for Microphone Classification
Luca Cuccovillo | Antonio Giganti | Paolo Bestagini | Patrick Aichroth | Stefano Tubaro

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Automatic and Manual Detection of Generated News: Case Study, Limitations and Challenges
Jérémie Bogaert | Marie-Catherine de Marneffe | Antonin Descampe | François-Xavier Standaert

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Extractive-Boolean Question Answering for Scientific Fact Checking
Loïc Rakotoson | Charles Letaillieur | Sylvain Massip | Fréjus A. A. Laleye

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How Did Europe's Press Cover Covid-19 Vaccination News? A Five-Country Analysis
David Alonso del Barrio | Daniel Gática-Pérez

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Automatic Detection of Bot-generated Tweets
Julien Tourille | Babacar Sow | Adrian Popescu

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Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection
Davide Alessandro Coccomini | Roberto Caldelli | Fabrizio Falchi | Claudio Gennaro | Giuseppe Amato

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The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild
Spiros Baxevanakis | Giorgos Kordopatis-Zilos | Panagiotis Galopoulos | Lazaros Apostolidis | Killian Levacher | Ipek Baris Schlicht | Denis Teyssou | Ioannis Kompatsiaris | Symeon Papadopoulos

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Uncovering the Strength of Capsule Networks in Deepfake Detection
Dan-Cristian Stanciu | Bogdan Ionescu

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Fake News Detection Based on Multi-Modal Classifier Ensemble
Yi Shao | Jiande Sun | Tianlin Zhang | Ye Jiang | Jianhua Ma | Jing Li