Global Response Against Child Exploitation

Projektinformationen

GRACE

ID Finanzhilfevereinbarung: 883341

DOI

10.3030/883341

Projekt abgeschlossen

EK-Unterschriftsdatum 18 Mai 2020

Startdatum 1 Juni 2020

Enddatum 30 November 2023

Finanziert unter

• Secure societies - Protecting freedom and security of Europe and its citizens

Gesamtkosten

€ 6 824 012,50

EU-Beitrag

€ 6 823 512,50

Koordiniert durch

FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH
Spain

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (18)

Ethical report v1

This deliverable will define the potential ethical concerns related to use of Big Data Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material CSEM Related tasks T91

Best Practices on Victim support for LEA first responders

This report will include best practices on victim support for LEA first responders on CSE. Related task(s): T10.5

Report on Federated Learning strategies

This deliverable will report on the design and implementation of the Federated Learning strategies Related tasks T53

Legal report v2

This deliverable will summarize the legal environment and define the potential legal concerns related to use of Big Data, Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material (CSEM). Related task(s): T9.2.

Review Mechanism and Procedure

This deliverable provides the results of the process of developing the review mechanism as well as the final review procedure and mechanism consisting of the check list, guidelines and instructions. Related task(s): T9.5.

Quality Management guidelines

This report will include the guidelines and best practices to be implemented by the Consortium to assure the high quality of the project

"Architecture for technical safeguards - ""security and privacy by design"" v2"

Architecture for the development of technical safeguards to prevent violations of ethical and legal standards –“ security and privacy by design” has to be implemented. Related task(s): T9.4.

Overall legal and ethical framework v1

This deliverable will define the overall legal and ethical framework of the GRACE project Related tasks T93

"Architecture for technical safeguards - ""security and privacy by design"" v1"

Architecture for the development of technical safeguards to prevent violations of ethical and legal standards security and privacy by design has to be implemented Related tasks T94

Stakeholder and policy recommendations for addressing online CSEM v2

This deliverable will deliver policy recommendations for addressing the creation, distribution and consumption of online CSEM. Related task(s): T10.4.

GRACE sub-committees and Advisory Board's plan and establishment

Description of structure members and governance policies for the GRACE subcommittees and Advisory Boards

Ethical report v2

This deliverable will define the potential ethical concerns related to use of Big Data, Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material (CSEM). Related task(s): T9.1.

Legal report v1

This deliverable will summarize the legal environment and define the potential legal concerns related to use of Big Data Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material CSEM Related tasks T92

Best Practices on Victim support for LEA first responders v1

This report will include best practices on victim support for LEA first responders on CSE Related tasks T105

SELP guidelines for GRACE

Description of SELP policies and guidelines as well as a description of the SELP monitoring processes that will be followed during the duration of the project

Innovation Management strategy, guidelines and tools

Description of the detailed innovation management strategy guidelines and tools to be followed within the duration of the project

Stakeholder and policy recommendations for addressing online CSEM v1

This deliverable will deliver policy recommendations for addressing the creation distribution and consumption of online CSEM Related tasks T104

Overall legal and ethical v2 framework

This deliverable will define the overall legal and ethical framework of the GRACE project. Related task(s): T9.3.

Other (1)

GRACE website, social media presence and dissemination materials

This deliverable includes the creating setup and maintenance of GRACEs public website social media accounts and the design and acquisition of other dissemination materials Related tasks T101

Veröffentlichungen

Conference proceedings (9)

Impact of facial occlusions in age estimation algorithms for forensic applications.

Autoren: Carofilis, A., Chaves, D., Martínez-Mendoza, A., Fidalgo, E., González-Castro, V., & Alegre, E.
Veröffentlicht in: VIII Jornadas Nacionales de Investigación en Ciberseguridad, 2023
Herausgeber: -
DOI: 10.5281/zenodo.10130421

Multi-label Text Classification Approach for User Profiling in Chat Messages

Autoren: Al-Nabki, Wesam; Vasco-Carofilis, Andrés; Díaz-Ocampo, Daniel; Deisy Chaves; Fernández-Robles, Laura; Alegre, Enrique
Veröffentlicht in: 5th International Conference on Applications of Intelligent Systems, 2023
Herausgeber: (APPIS 2023)
DOI: 10.5281/zenodo.7990416

Deep Multi-modal Representation Schemes for Federated 3D Human Action Recognition

Autoren: Psaltis, A., Patrikakis, C. Z., & Daras, P.
Veröffentlicht in: European Conference on Computer Vision, 2022
Herausgeber: -
DOI: 10.5281/zenodo.7505951

Authorship identification in text documents using BERT and POS features

Autoren: Daniel Díaz-Ocampo; Wesam Al-Nabki; Andrés Vasco-Carofilis; Laura Fernández-Robles; Eduardo Fidalgo; Enrique Alegre
Veröffentlicht in: 5th International Conference on Applicationsof Intelligent Systems, 2023
Herausgeber: (APPIS 2023)
DOI: 10.5281/zenodo.7923979

Boosting Masked Face Recognition with Multi-Task ArcFace

Autoren: David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako
Veröffentlicht in: Proceedings of SITIS 2022, 2023
Herausgeber: IEEE

A Data Augmentation Strategy for Improving Age Estimation to Support CSEM Detection

Autoren: Chaves, Deisy; Agarwal, Nancy; Fidalgo, Eduardo; Alegre, Enrique
Veröffentlicht in: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), Ausgabe Volume 5, 2023, Seite(n) 692-699
Herausgeber: SCITEPRESS
DOI: 10.5220/0011719700003417

Assessment of age estimation methods for forensic applications using non-occluded and synthetic occluded facial images

Autoren: Jeuland, Elouan Derenee; Del Río Ferreras, Aitor; Chaves, Deisy; Fidalgo, Eduardo; González-Castro, Víctor; Alegre, Enrique
Veröffentlicht in: XLIII Jornadas de Automática: libro de actas, Ausgabe 2, 2022, Seite(n) 972-979, ISBN 978-84-9749-841-8
Herausgeber: -
DOI: 10.17979/spudc.9788497498418.0972

Age and gender estimation from speech to support the detection of Child Sexual Abuse Material

Autoren: Vasco-Carofilis, Andrés; Al-Nabki, Wesam; Martínez-Mendoza, Alicia; Fernández-Robles, Laura; Fidalgo, Eduardo; Alegre, Enrique
Veröffentlicht in: 5th International Conference on Applications of Intelligent Systems, 2023
Herausgeber: (APPIS 2023)
DOI: 10.5281/zenodo.7923883

Influence of Training Data on the Invertability of Neural Networks for Handwritten Digit Recognition

Autoren: Antonia Adler, Michaela Geierhos, Eleanor Hobley
Veröffentlicht in: 2021 20th IEEE International Conference on Machine Learning an Applications (ICMLA), 2022
Herausgeber: IEEE
DOI: 10.1109/icmla52953.2021.00122

Peer reviewed articles (7)

Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios

Autoren: Athanasios Psaltis; Kassiani Zafeirouli; Peter Leškovský; Stavroula Bourou; Juan Camilo Vásquez-Correa; Aitor García-Pablos; Santiago Cerezo Sánchez; Anastasios Dimou; Charalampos Z. Patrikakis; Petros Daras
Veröffentlicht in: Information, Ausgabe 14(6), 2023, Seite(n) 342, ISSN 2078-2489
Herausgeber: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info14060342

The Development of Cybercrime Law 2020/2021

Autoren: Professor Dr. Marco Gercke
Veröffentlicht in: Zeitschrift fuer Urheber- und Medienrecht, Ausgabe Ausgabe 11, 2021, Seite(n) Pages 921-933, ISSN 0177-6762
Herausgeber: NOMOS

Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping

Autoren: Carofilis, Andrés; Alegre, Enrique; Fidalgo, Eduardo; Fernández-Robles, Laura
Veröffentlicht in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Ausgabe 31, 2023, Seite(n) 2859–2871, ISSN 2329-9304
Herausgeber: IEEE
DOI: 10.1109/TASLP.2023.3297961

MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

Autoren: Andrés Carofilis; Laura Fernández-Robles; Enrique Alegre; Eduardo Fidalgo
Veröffentlicht in: IEEE Access, Ausgabe 11, 2023, Seite(n) 80089-80104, ISSN 2169-3536
Herausgeber: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3300973

Novel Speech Recognition Systems Applied to Forensics within Child Exploitation: Wav2vec2.0 vs. Whisper

Autoren: Juan Camilo Vásquez-Correa; Aitor Álvarez
Veröffentlicht in: Sensors, Ausgabe 23, 2023, Seite(n) 1843, ISSN 1424-8220
Herausgeber: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23041843

Triple-BigGAN: Semi-supervised Generative Adversarial Networks for Image Synthesis and Classification on Sexual Facial Expression Recognition

Autoren: Abhishek Gangwar; Víctor González-Castro; Enrique Alegre; Eduardo Fidalgo
Veröffentlicht in: Neurocomputing 2023, Ausgabe Jan. 12, 2023, 2023, ISSN 0925-2312
Herausgeber: Elsevier BV
DOI: 10.1016/j.neucom.2023.01.027

Short text classification approach to identify child sexual exploitation material

Autoren: Al-Nabki, W., Fidalgo, E., Alegre, E., & Alaiz-Rodríguez, R
Veröffentlicht in: Scientific Reports, Ausgabe 13(1), 2023, Seite(n) 16108, ISSN 2045-2322
Herausgeber: Nature Publishing Group
DOI: 10.1038/s41598-023-42902-8

Other (2)

Boosting Masked Face Recognition with Multi-Task ArcFace

Autoren: David Montero; Marcos Nieto; Peter Leskovsky; Naiara Aginako
Veröffentlicht in: Crossref, Ausgabe 8, 2021
Herausgeber: ArXiv
DOI: 10.1109/sitis57111.2022.00042

Boosting Masked Face Recognition with Multi-Task ArcFace

Autoren: David Montero, Marcos Nieto, Peter Leškovský, Naiara Aginako
Veröffentlicht in: the Computing Research Repository (CoRR) in arXiv, 2021
Herausgeber: arXiv