vera.ai: VERification Assisted by Artificial Intelligence

Deliverables

Plan for dissemination, communication, clustering & exploitation activities

D61 will define target stakeholders and activities planned and already undertaken in T61 T62 and T63 incl supporting material The project website will be live from M3 latest and updated continuously

Annotation model, API definitions, and Database of Known Fakes first release

Documentation and code from T51 and first release of the DBKF

Data Management Plan

CERTH and ATC will lead the production of this report detailing how data in the project will be managed

Publications

Forensic Similarity for Source Camera Model Comparison

Author(s): Marina Gardella, Pablo Musé
Published in: Image Processing On Line, 2022, ISSN 2105-1232
Publisher: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.424

Image Forgery Detection via Forensic Similarity Graphs

Author(s): Marina Gardella, Pablo Musé
Published in: Image Processing On Line, 2022, ISSN 2105-1232
Publisher: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.432

Information Forensics and Security: A quarter-century-long journey

Author(s): Mauro Barni, Patrizio Campisi, Edward Delp, Gwenael Doërr, Jessica Fridrich, Nasir Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu
Published in: IEEE Signal Processing Magazine, 2023, ISSN 1053-5888
Publisher: IEEE
DOI: 10.1109/MSP.2023.3275319

COVID-Related Misinformation Migration to BitChute and Odysee

Author(s): Olga Papadopoulou; Evangelia Kartsounidou; Symeon Papadopoulos
Published in: Future Internet, 2022, ISSN 1999-5903
Publisher: MDPI
DOI: 10.5281/zenodo.7389776

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

Author(s): Ivan Srba, Robert Moro, Matus Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, and Maria Bielikova
Published in: ACM Transactions on Recommender Systems, Issue 1, 2023, ISSN 2770-6699
Publisher: ACM Press
DOI: 10.1145/3568392

Analysis and Experimentation on the ManTraNet Image Forgery Detector

Author(s): Quentin Bammey
Published in: Image Processing On Line, 2022, ISSN 2105-1232
Publisher: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.431

A Workflow to Detect, Monitor, and Update Lists of Coordinated Social Media Accounts Across Time: The Case of the 2022 Italian Election

Author(s): Giglietto, Fabio; Marino, Giada; Mincigrucci, Roberto; Stanziano, Anna
Published in: Social Media + Society, 2023, ISSN 2056-3051
Publisher: Sage
DOI: 10.1177/20563051231196866

Human and Machine Performance in Counting Sound Classes in Single-Channel Soundscapes

Author(s): Jakob Abeßer, Asad Ullah, Sebastian Ziegler, Sascha Grollmisch
Published in: Journal of the Audio Engineering Society, Issue 71, 2023, ISSN 1549-4950
Publisher: Audio Engineering Society
DOI: 10.17743/jaes.2022.0106

Improving Synthetically Generated Image Detection in Cross-Concept Settings

Author(s): Dogoulis, Pantelis; Kordopatis-Zilos, Giorgos; Kompatsiaris, Ioannis; Papadopoulos, Symeon
Published in: ACM International Workshop on Multimedia AI against Disinformation (MAD ’23), 2023
Publisher: ACM
DOI: 10.5281/zenodo.7984285

ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness

Author(s): Cegin, Jan; Simko, Jakub; Brusilovsky, Peter
Published in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, 2023, 2023
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.12947

On the detection of synthetic images generated by diffusion models

Author(s): Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Published in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023, 2023, ISBN 978-1-7281-6327-7
Publisher: IEEE
DOI: 10.1109/ICASSP49357.2023.10095167

A Contrario Mosaic Analysis for Image Forensics

Author(s): Bammey Quentin
Published in: Advanced Concepts for Intelligent Vision Systems (ACIVS), 2023
Publisher: Springer
DOI: 10.5281/zenodo.8309383

Are classic forensic tools effective on satellite imagery?

Author(s): Matthieu Serfaty, Tina Nikoukhah, Quentin Bammey, Rafael Grompone von Gioi, Carlo de Franchis
Published in: IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Publisher: IEEE
DOI: 10.1109/IGARSS52108.2023.10282862

Towards an international standard to establish trust in media production, distribution and consumption

Author(s): Frederik Temmermans; Sabrina Caldwell; Symeon Papadopoulos; Fernando Pereira; Philippe Rixhon
Published in: 24th International Conference on Digital Signal Processing, Issue 24, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7984567

MAD '23 Workshop: Multimedia AI against Disinformation

Author(s): Luca Cuccovillo; Bogdan Ionescu; Giorgos Kordopatis-Zilos; Symeon Papadopoulos; Adrian Popescu
Published in: ACM International Conference on Multimedia Retrieval (ICMR), Thessaloniki, Greece, 12-15 June 2023, 2023, ISBN 979-8-4007-0178-8
Publisher: ACM
DOI: 10.1145/3591106.3592303

Comparison of Multilingual Entity Linking Approaches

Author(s): Ivelina Bozhinova, Andrey Tagarev
Published in: Proceedings of 2023 International Conference Recent Advances in Natural Language Processing. (pp. 224-233), 2023, ISBN 2603-28132023
Publisher: INCOMA Ltd.
DOI: 10.26615/978-954-452-092-2_025

TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization

Author(s): Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
Published in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2575-7075
Publisher: IEEE
DOI: 10.1109/CVPR52729.2023.01974

SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification

Author(s): Wu, Ben; Razuvayevskaya, Olesya; Heppell, Freddy; Leite, João A.; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Published in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Issue 17, 2023
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2303.09421

JADE OWL: JPEG 2000 forensics by wavelet offset consistency analysis

Author(s): Quentin Bammey
Published in: International Conference on Image, Vision and Computing (ICIVC),, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8119385

A Multi-Stream Fusion Network for Image Splicing Localization

Author(s): Siopi, Maria; Kordopatis-Zilos, Giorgos; Charitidis, Polychronis; Kompatsiaris, Ioannis; Papadopoulos, Symeon
Published in: MMM 2023 - 29th Internatinal Conference on Multimedia Modeling, Issue 29, 2023
Publisher: Springer
DOI: 10.5281/zenodo.7322720

KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection

Author(s): Timo Hromadka, Timotej Smolen, Tomas Remis, Branislav Pecher, Ivan Srba
Published in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), 2023
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.semeval-1.86

Intriguing properties of synthetic images: from generative adversarial networks to diffusion models

Author(s): Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Published in: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2160-7516
Publisher: IEEE
DOI: 10.1109/CVPRW59228.2023.00104

Demosaicing to Detect Demosaicing and Image Forgeries

Author(s): Quentin Bammey; Rafael Grompone Von Gioi; Jean-Michel Morel
Published in: 2022 IEEE International Workshop on Information Forensics and Security (WIFS), 2022, ISSN 2157-4774
Publisher: IEEE
DOI: 10.1109/WIFS55849.2022.9975454

In-Depth Look at Word Filling Societal Bias Measures

Author(s): Pikuliak, Matúš; Beňová, Ivana; Bachratý, Viktor
Published in: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Issue 17, 2023
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2302.12640

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark

Author(s): Macko, Dominik; Moro, Robert; Uchendu, Adaku; Lucas, Jason Samuel; Yamashita, Michiharu; Pikuliak, Matúš; Srba, Ivan; Le, Thai; Lee, Dongwon; Simko, Jakub; Bielikova, Maria
Published in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, 2023, 2023
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2310.13606

Deepfake audio detection by speaker verification

Author(s): Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Published in: IEEE International Workshop on Information Forensics and Security (WIFS), 2022, ISSN 2157-4774
Publisher: IEEE
DOI: 10.1109/WIFS55849.2022.9975428

Audio-Visual Person-of-Interest DeepFake Detection

Author(s): Davide Cozzolino, Alessandro Pianese, Matthias Niessner, Luisa Verdoliva
Published in: IEEE Conference on Compurer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2160-7516
Publisher: IEEE
DOI: 10.1109/CVPRW59228.2023.00101

Self-Supervised Video Similarity Learning

Author(s): Giorgos Kordopatis-Zilos; Giorgos Tolias; Christos Tzelepis; Ioannis Kompatsiaris; Ioannis Patras; Symeon Papadopoulos
Published in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023
Publisher: IEEE
DOI: 10.1109/cvprw59228.2023.00504

Deliverables

Publications

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