Global Response Against Child Exploitation

Livrables

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.

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

Publications

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

Auteurs: Carofilis, A., Chaves, D., Martínez-Mendoza, A., Fidalgo, E., González-Castro, V., & Alegre, E.
Publié dans: VIII Jornadas Nacionales de Investigación en Ciberseguridad, 2023
Éditeur: -
DOI: 10.5281/zenodo.10130421

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

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

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

Auteurs: Psaltis, A., Patrikakis, C. Z., & Daras, P.
Publié dans: European Conference on Computer Vision, 2022
Éditeur: -
DOI: 10.5281/zenodo.7505951

Authorship identification in text documents using BERT and POS features

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

Boosting Masked Face Recognition with Multi-Task ArcFace

Auteurs: David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako
Publié dans: Proceedings of SITIS 2022, 2023
Éditeur: IEEE

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

Auteurs: Chaves, Deisy; Agarwal, Nancy; Fidalgo, Eduardo; Alegre, Enrique
Publié dans: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), Numéro Volume 5, 2023, Page(s) 692-699
Éditeur: SCITEPRESS
DOI: 10.5220/0011719700003417

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

Auteurs: Jeuland, Elouan Derenee; Del Río Ferreras, Aitor; Chaves, Deisy; Fidalgo, Eduardo; González-Castro, Víctor; Alegre, Enrique
Publié dans: XLIII Jornadas de Automática: libro de actas, Numéro 2, 2022, Page(s) 972-979, ISBN 978-84-9749-841-8
Éditeur: -
DOI: 10.17979/spudc.9788497498418.0972

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

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

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

Auteurs: Antonia Adler, Michaela Geierhos, Eleanor Hobley
Publié dans: 2021 20th IEEE International Conference on Machine Learning an Applications (ICMLA), 2022
Éditeur: IEEE
DOI: 10.1109/icmla52953.2021.00122

Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios

Auteurs: 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
Publié dans: Information, Numéro 14(6), 2023, Page(s) 342, ISSN 2078-2489
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info14060342

The Development of Cybercrime Law 2020/2021

Auteurs: Professor Dr. Marco Gercke
Publié dans: Zeitschrift fuer Urheber- und Medienrecht, Numéro Numéro 11, 2021, Page(s) Pages 921-933, ISSN 0177-6762
Éditeur: NOMOS

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

Auteurs: Carofilis, Andrés; Alegre, Enrique; Fidalgo, Eduardo; Fernández-Robles, Laura
Publié dans: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numéro 31, 2023, Page(s) 2859–2871, ISSN 2329-9304
Éditeur: IEEE
DOI: 10.1109/TASLP.2023.3297961

MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

Auteurs: Andrés Carofilis; Laura Fernández-Robles; Enrique Alegre; Eduardo Fidalgo
Publié dans: IEEE Access, Numéro 11, 2023, Page(s) 80089-80104, ISSN 2169-3536
Éditeur: 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

Auteurs: Juan Camilo Vásquez-Correa; Aitor Álvarez
Publié dans: Sensors, Numéro 23, 2023, Page(s) 1843, ISSN 1424-8220
Éditeur: 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

Auteurs: Abhishek Gangwar; Víctor González-Castro; Enrique Alegre; Eduardo Fidalgo
Publié dans: Neurocomputing 2023, Numéro Jan. 12, 2023, 2023, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2023.01.027

Short text classification approach to identify child sexual exploitation material

Auteurs: Al-Nabki, W., Fidalgo, E., Alegre, E., & Alaiz-Rodríguez, R
Publié dans: Scientific Reports, Numéro 13(1), 2023, Page(s) 16108, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-42902-8

Boosting Masked Face Recognition with Multi-Task ArcFace

Auteurs: David Montero; Marcos Nieto; Peter Leskovsky; Naiara Aginako
Publié dans: Crossref, Numéro 8, 2021
Éditeur: ArXiv
DOI: 10.1109/sitis57111.2022.00042

Boosting Masked Face Recognition with Multi-Task ArcFace

Auteurs: David Montero, Marcos Nieto, Peter Leškovský, Naiara Aginako
Publié dans: the Computing Research Repository (CoRR) in arXiv, 2021
Éditeur: arXiv

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