vera.ai: VERification Assisted by Artificial Intelligence

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Cross-lingual and multimodal near-duplicate search methods

Methods developed and experiments carried out in T4.1, including reference software implementations and services.

Explainable AI methods for analysis and verification of text, audio, image & video misinformation

D3.1 will report on methods developed and experiments carried out in T3.1, T3.2, andT3.4 by M18, accompanied by reference software implementations and services.

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

Documentation and code from T51 and first release of the DBKF

AI-enhanced Verification Tools for Professionals v1 and DBKF interim release

First release of the enhanced verification plugin, Truly Media and the verification assistant and interim release of the DBKF.

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

Data Management Plan

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

Publikacje

Forensic Similarity for Source Camera Model Comparison

Autorzy: Marina Gardella, Pablo Musé
Opublikowane w: Image Processing On Line, 2022, ISSN 2105-1232
Wydawca: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.424

On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review

Autorzy: Pecher, Branislav; Srba, Ivan; Bielikova, Maria
Opublikowane w: ACM Computing Surveys, 2024, ISSN 1557-7341
Wydawca: ACM Computing Surveys
DOI: 10.48550/arxiv.2312.01082

Image Forgery Detection via Forensic Similarity Graphs

Autorzy: Marina Gardella, Pablo Musé
Opublikowane w: Image Processing On Line, 2022, ISSN 2105-1232
Wydawca: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.432

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

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

Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn’t There yet

Autorzy: Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Opublikowane w: IEEE Security & Privacy, Numer 22, 2024, ISSN 1540-7993
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MSEC.2024.3376637

COVID-Related Misinformation Migration to BitChute and Odysee

Autorzy: Olga Papadopoulou; Evangelia Kartsounidou; Symeon Papadopoulos
Opublikowane w: Future Internet, 2022, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.5281/zenodo.7389776

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

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

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

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

Analysis and Experimentation on the ManTraNet Image Forgery Detector

Autorzy: Quentin Bammey
Opublikowane w: Image Processing On Line, 2022, ISSN 2105-1232
Wydawca: Image Processing On Line (ISSN 2105-1232)
DOI: 10.5201/ipol.2022.431

ACM Computing Surveys

Autorzy: Pecher, Branislav; Srba, Ivan; Bielikova, Maria
Opublikowane w: ACM Computing Surveys, Numer 57, 2024, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.48550/arxiv.2312.01082

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

Autorzy: Giglietto, Fabio; Marino, Giada; Mincigrucci, Roberto; Stanziano, Anna
Opublikowane w: Social Media + Society, 2023, ISSN 2056-3051
Wydawca: Sage
DOI: 10.1177/20563051231196866

VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias

Autorzy: Papadopoulos, Stefanos-Iordanis; Koutlis, Christos; Papadopoulos, Symeon; Petrantonakis, Panagiotis
Opublikowane w: International Journal of Multimedia Information Retrieval, 2024, ISSN 2192-662X
Wydawca: Springer
DOI: 10.5281/zenodo.10948297

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

Autorzy: Jakob Abeßer, Asad Ullah, Sebastian Ziegler, Sascha Grollmisch
Opublikowane w: Journal of the Audio Engineering Society, Numer 71, 2023, ISSN 1549-4950
Wydawca: Audio Engineering Society
DOI: 10.17743/jaes.2022.0106

Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation

Autorzy: Cegin, Jan; Pecher, Branislav; Simko, Jakub; Srba, Ivan; Bielikova, Maria; Brusilovsky, Peter
Opublikowane w: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arXiv.2401.06643

Improving Synthetically Generated Image Detection in Cross-Concept Settings

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

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

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

On the detection of synthetic images generated by diffusion models

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

A Contrario Mosaic Analysis for Image Forensics

Autorzy: Bammey Quentin
Opublikowane w: Advanced Concepts for Intelligent Vision Systems (ACIVS), 2023
Wydawca: Springer
DOI: 10.5281/zenodo.8309383

Are classic forensic tools effective on satellite imagery?

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

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

Autorzy: Frederik Temmermans; Sabrina Caldwell; Symeon Papadopoulos; Fernando Pereira; Philippe Rixhon
Opublikowane w: 24th International Conference on Digital Signal Processing, Numer 24, 2023
Wydawca: IEEE
DOI: 10.5281/zenodo.7984567

On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices

Autorzy: Pecher, Branislav; Srba, Ivan; Bielikova, Maria
Opublikowane w: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arXiv.2402.12817

MAD '23 Workshop: Multimedia AI against Disinformation

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

Comparison of Multilingual Entity Linking Approaches

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

A Contrario Detection of H.264 Video Double Compression

Autorzy: Li, Yanhao; Gardella, Marina; Bammey, Quentin; Nikoukhah, Tina; Morel, Jean-Michel; Colom, Miguel; Grompone von Gioi, Rafael
Opublikowane w: International Conference in Image Processing (ICIP), 2023, ISSN 1522-4880
Wydawca: IEEE
DOI: 10.1109/ICIP49359.2023.10222775

Synthetic Misinformers: Generating and Combating Multimodal Misinformation

Autorzy: Stefanos-Iordanis Papadopoulos; Christos Koutlis; Symeon Papadopoulos; Panagiotis C. Petrantonakis
Opublikowane w: 2nd ACM International Workshop on Multimedia AI against Disinformation, ICMR, ACM (MAD'23), 2023
Wydawca: ACM
DOI: 10.5281/zenodo.7871280

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

Autorzy: Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
Opublikowane w: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2023, 2023, ISSN 2575-7075
Wydawca: IEEE
DOI: 10.1109/CVPR52729.2023.01974

IMGTB: A Framework for Machine-Generated Text Detection Benchmarking

Autorzy: Spiegel, Michal; Macko, Dominik
Opublikowane w: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2024
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arXiv.2311.12574

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

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

Raising the Bar of AI-generated Image Detection with CLIP

Autorzy: Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva
Opublikowane w: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Wydawca: IEEE
DOI: 10.1109/CVPRW63382.2024.00439

JADE OWL: JPEG 2000 forensics by wavelet offset consistency analysis

Autorzy: Quentin Bammey
Opublikowane w: International Conference on Image, Vision and Computing (ICIVC),, 2023
Wydawca: IEEE
DOI: 10.5281/zenodo.8119385

A Multi-Stream Fusion Network for Image Splicing Localization

Autorzy: Siopi, Maria; Kordopatis-Zilos, Giorgos; Charitidis, Polychronis; Kompatsiaris, Ioannis; Papadopoulos, Symeon
Opublikowane w: MMM 2023 - 29th Internatinal Conference on Multimedia Modeling, Numer 29, 2023
Wydawca: Springer
DOI: 10.5281/zenodo.7322720

Disinformation Capabilities of Large Language Models

Autorzy: Vykopal, Ivan; Pikuliak, Matúš; Srba, Ivan; Moro, Robert; Macko, Dominik; Bielikova, Maria
Opublikowane w: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arXiv.2311.08838

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

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

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

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

Demosaicing to Detect Demosaicing and Image Forgeries

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

In-Depth Look at Word Filling Societal Bias Measures

Autorzy: Pikuliak, Matúš; Beňová, Ivana; Bachratý, Viktor
Opublikowane w: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, Numer 17, 2023
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arxiv.2302.12640

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

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

Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling

Autorzy: Yida Mu, Chun Dong, Kalina Bontcheva, Xingyi Song
Opublikowane w: Proceedings of the First Workshop on Language-driven Deliberation Technology (DELITE) @ LREC-COLING 2024, 2024, ISBN 978-2-493814-10-4
Wydawca: LREC-COLING

Deepfake audio detection by speaker verification

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

M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations

Autorzy: G. Zingarini, D. Cozzolino, R. Corvi, G. Poggi, L. Verdoliva
Opublikowane w: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Wydawca: IEEE
DOI: 10.1109/ICASSP48485.2024.10446605

Audio-Visual Person-of-Interest DeepFake Detection

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

SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes

Autorzy: Charlie Grimshaw, Kalina Bontcheva, Xingyi Song
Opublikowane w: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), 2024
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2024.semeval-1.278

Pitfalls of Conversational LLMs on News Debiasing

Autorzy: Ipek Baris Schlicht, Defne Altiok, Maryanne Taouk, Lucie Flek
Opublikowane w: Proceedings of the First Workshop on Language-driven Deliberation Technology (DELITE) @ LREC-COLING 2024, 2024, ISBN 978-2-493814-14-2
Wydawca: ELRA and ICCL

Self-Supervised Video Similarity Learning

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

Generative AI and Disinformation: Recent Advances, Challenges, and Opportunities

Autorzy: Kalina Bontcheva, Symeon Papadopoulous, Filareti Tsalakanidou, Riccardo Gallotti, Lidia Dutkiewicz, Noémie Krack, Denis Teyssou, Francesco Severio Nucci, Jochen Spangenberg, Ivan Srba, Patrick Aichroth, Luca Cuccovillo, Luisa Verdoliva
Opublikowane w: 2024
Wydawca: EDMO

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