European Identity THeft Observatory System

Project Information

EITHOS

Grant agreement ID: 101073928

DOI

10.3030/101073928

Project closed

EC signature date 18 July 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Civil Security for Society

Total cost

€ 2 996 141,25

EU contribution

€ 2 996 141,25

Coordinated by

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (5)

Project Management Plan & Handbook

The project handbook will outline the processes that will be followed and used during the projects lifetime in terms of reporting communicating and document handling

Data Management Plan v1

The data management plan will define how the various kinds of data collected and generated in the project will be handled and stored It will be a report of the planned processing operations and their purposes as well as an assessment of the necessity of personal data processing in relation to the purposes It also set the requirements for data store in terms of security and privacy protection It will be maintained as a living document

Relevant legal and ethical frameworks v1

The deliverable will describe legal and ethical frameworks that are related to EITHOS That is frameworks that are related to security privacy and the ethical processing of data and will provide the guidelines for lawful and ethical developments in EITHOS

EITHOS Dissemination, Communication, Exploitation, and Sustainability v1

This deliverable will describe the activities within this WP and will be constituted by three 3 iterations The first one will provide a description of the plan and strategies that EITHOS will follow for reaching significant amounts of citizens and LEAs The second version will describe the materialisation of the awareness campaigns as well as the results gathered within the related activities as well as an initial plan for the observatorys sustainability The third and final version will provide further information regarding the campaigns as well as EITHOS training packages for LEAs to conclude with a concrete plan on the sustainability of EITHOS

EITHOS Awareness Campaigns v1

This deliverable will be reporting EITHOS strategy and approach to the projects awareness campaigns v1 as well as the projects activities performed to reach EITHOS awareness related objectives v2 v3

Publications

Peer reviewed articles (4)

A Dual-Branch Fusion Model for Deepfake Detection Using Video Frames and Microexpression Features

Author(s): Georgios Petmezas, Vazgken Vanian, Manuel Pastor Rufete, Eleana E. I. Almaloglou, Dimitris Zarpalas
Published in: Journal of Imaging, Issue 11, 2025, ISSN 2313-433X
Publisher: MDPI AG
DOI: 10.3390/JIMAGING11070231

Video deepfake detection using a hybrid CNN-LSTM-Transformer model for identity verification

Author(s): Georgios Petmezas, Vazgken Vanian, Konstantinos Konstantoudakis, Elena E. I. Almaloglou, Dimitris Zarpalas
Published in: Multimedia Tools and Applications, Issue 84, 2025, ISSN 1573-7721
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11042-024-20548-6

ReenactFaces: A Specialized Dataset for Reenactment-Based Deepfake Detection

Author(s): Vazgken Vanian, Georgios Petmezas, Konstantinos Konstantoudakis, Dimitris Zarpalas
Published in: Lecture Notes on Data Engineering and Communications Technologies, Advanced Information Networking and Applications, 2025, ISSN 0000-0000
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-87784-1_35

XDF: A Large-Scale Dataset for Evaluating Video Deepfake Detection Across Multiple Manipulation Techniques

Author(s): Vazgken Vanian, Georgios Petmezas, Konstantinos Konstantoudakis, Dimitris Zarpalas
Published in: Proceedings of the 4th ACM International Workshop on Multimedia AI against Disinformation, 2025, ISSN 0000-0000
Publisher: ACM
DOI: 10.1145/3733567.3735569

Conference proceedings (5)

The Vicomtech partial deepfake detection and location system for the 2023 ADD Challenge

Author(s): Martín-Doñas, Juan Manuel; Álvarez Muniain, Aitor
Published in: 2023, ISSN 1613-0073
Publisher: CEUR
DOI: 10.5281/zenodo.10021600

MGAMNET: A Mask-Guided Attention Network for Deepfake Detection

Author(s): Vazgken Vanian, Georgios Petmezas, Eleana E.I. Almaloglou, Dimitris Zarpalas
Published in: 2025 25th International Conference on Digital Signal Processing (DSP), 2025
Publisher: IEEE
DOI: 10.1109/DSP65409.2025.11075024

Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection

Author(s): Juan M. Martín-Doñas, Aitor Álvarez, Eros Rosello, Angel M. Gomez, Antonio M. Peinado
Published in: Interspeech 2024, 2024
Publisher: ISCA
DOI: 10.21437/INTERSPEECH.2024-942

Anti-spoofing Ensembling Model: Dynamic Weight Allocation in Ensemble Models for Improved Voice Biometrics Security

Author(s): Eros Rosello, Angel M. Gomez, Iván López-Espejo, Antonio M. Peinado, Juan M. Martín-Doñas
Published in: Interspeech 2024, 2024
Publisher: ISCA
DOI: 10.21437/INTERSPEECH.2024-403

ASASVIcomtech: the Vicomtech-UGR speech deepfake detection and SASV systems for the ASVspoof5 Challenge

Author(s): Juan M. Martín-Doñas, Eros Rosello, Angel M. Gomez, Aitor Álvarez, Iván López-Espejo, Antonio M. Peinado
Published in: The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024), 2024
Publisher: ISCA
DOI: 10.21437/ASVSPOOF.2024-21