vera.ai: VERification Assisted by Artificial Intelligence

Resultado final

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

Publicaciones

Forensic Similarity for Source Camera Model Comparison

Autores: Marina Gardella, Pablo Musé
Publicado en: Image Processing On Line, 2022, ISSN 2105-1232
Editor: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.424

Image Forgery Detection via Forensic Similarity Graphs

Autores: Marina Gardella, Pablo Musé
Publicado en: Image Processing On Line, 2022, ISSN 2105-1232
Editor: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.432

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

Autores: Mauro Barni, Patrizio Campisi, Edward Delp, Gwenael Doërr, Jessica Fridrich, Nasir Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu
Publicado en: IEEE Signal Processing Magazine, 2023, ISSN 1053-5888
Editor: IEEE
DOI: 10.1109/MSP.2023.3275319

COVID-Related Misinformation Migration to BitChute and Odysee

Autores: Olga Papadopoulou; Evangelia Kartsounidou; Symeon Papadopoulos
Publicado en: Future Internet, 2022, ISSN 1999-5903
Editor: MDPI
DOI: 10.5281/zenodo.7389776

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

Autores: Ivan Srba, Robert Moro, Matus Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, and Maria Bielikova
Publicado en: ACM Transactions on Recommender Systems, Edición 1, 2023, ISSN 2770-6699
Editor: ACM Press
DOI: 10.1145/3568392

Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification

Autores: Razuvayevskaya, Olesya; Wu, Ben; Leite, João A.; Heppell, Freddy; Srba, Ivan; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Publicado en: PLOS ONE, 2024, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.48550/arXiv.2308.07282

Analysis and Experimentation on the ManTraNet Image Forgery Detector

Autores: Quentin Bammey
Publicado en: Image Processing On Line, 2022, ISSN 2105-1232
Editor: 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

Autores: Giglietto, Fabio; Marino, Giada; Mincigrucci, Roberto; Stanziano, Anna
Publicado en: Social Media + Society, 2023, ISSN 2056-3051
Editor: Sage
DOI: 10.1177/20563051231196866

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

Autores: Jakob Abeßer, Asad Ullah, Sebastian Ziegler, Sascha Grollmisch
Publicado en: Journal of the Audio Engineering Society, Edición 71, 2023, ISSN 1549-4950
Editor: Audio Engineering Society
DOI: 10.17743/jaes.2022.0106

Improving Synthetically Generated Image Detection in Cross-Concept Settings

Autores: Dogoulis, Pantelis; Kordopatis-Zilos, Giorgos; Kompatsiaris, Ioannis; Papadopoulos, Symeon
Publicado en: ACM International Workshop on Multimedia AI against Disinformation (MAD ’23), 2023
Editor: ACM
DOI: 10.5281/zenodo.7984285

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

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

On the detection of synthetic images generated by diffusion models

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

A Contrario Mosaic Analysis for Image Forensics

Autores: Bammey Quentin
Publicado en: Advanced Concepts for Intelligent Vision Systems (ACIVS), 2023
Editor: Springer
DOI: 10.5281/zenodo.8309383

Are classic forensic tools effective on satellite imagery?

Autores: Matthieu Serfaty, Tina Nikoukhah, Quentin Bammey, Rafael Grompone von Gioi, Carlo de Franchis
Publicado en: IEEE International Geoscience and Remote Sensing Symposium, 2023, ISSN 2153-7003
Editor: IEEE
DOI: 10.1109/IGARSS52108.2023.10282862

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

Autores: Frederik Temmermans; Sabrina Caldwell; Symeon Papadopoulos; Fernando Pereira; Philippe Rixhon
Publicado en: 24th International Conference on Digital Signal Processing, Edición 24, 2023
Editor: IEEE
DOI: 10.5281/zenodo.7984567

MAD '23 Workshop: Multimedia AI against Disinformation

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

Comparison of Multilingual Entity Linking Approaches

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

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

Autores: Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
Publicado en: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2575-7075
Editor: 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

Autores: Wu, Ben; Razuvayevskaya, Olesya; Heppell, Freddy; Leite, João A.; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Publicado en: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Edición 17, 2023
Editor: Association for Computational Linguistics
DOI: 10.48550/arxiv.2303.09421

JADE OWL: JPEG 2000 forensics by wavelet offset consistency analysis

Autores: Quentin Bammey
Publicado en: International Conference on Image, Vision and Computing (ICIVC),, 2023
Editor: IEEE
DOI: 10.5281/zenodo.8119385

A Multi-Stream Fusion Network for Image Splicing Localization

Autores: Siopi, Maria; Kordopatis-Zilos, Giorgos; Charitidis, Polychronis; Kompatsiaris, Ioannis; Papadopoulos, Symeon
Publicado en: MMM 2023 - 29th Internatinal Conference on Multimedia Modeling, Edición 29, 2023
Editor: Springer
DOI: 10.5281/zenodo.7322720

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

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

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

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

Demosaicing to Detect Demosaicing and Image Forgeries

Autores: Quentin Bammey; Rafael Grompone Von Gioi; Jean-Michel Morel
Publicado en: 2022 IEEE International Workshop on Information Forensics and Security (WIFS), 2022, ISSN 2157-4774
Editor: IEEE
DOI: 10.1109/WIFS55849.2022.9975454

In-Depth Look at Word Filling Societal Bias Measures

Autores: Pikuliak, Matúš; Beňová, Ivana; Bachratý, Viktor
Publicado en: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Edición 17, 2023
Editor: Association for Computational Linguistics
DOI: 10.48550/arxiv.2302.12640

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

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

Deepfake audio detection by speaker verification

Autores: Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Publicado en: IEEE International Workshop on Information Forensics and Security (WIFS), 2022, ISSN 2157-4774
Editor: IEEE
DOI: 10.1109/WIFS55849.2022.9975428

Audio-Visual Person-of-Interest DeepFake Detection

Autores: Davide Cozzolino, Alessandro Pianese, Matthias Niessner, Luisa Verdoliva
Publicado en: IEEE Conference on Compurer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2160-7516
Editor: IEEE
DOI: 10.1109/CVPRW59228.2023.00101

Self-Supervised Video Similarity Learning

Autores: Giorgos Kordopatis-Zilos; Giorgos Tolias; Christos Tzelepis; Ioannis Kompatsiaris; Ioannis Patras; Symeon Papadopoulos
Publicado en: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023
Editor: IEEE
DOI: 10.1109/cvprw59228.2023.00504

Resultado final

Publicaciones

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