Global Response Against Child Exploitation

Deliverables

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.

Author(s): Carofilis, A., Chaves, D., Martínez-Mendoza, A., Fidalgo, E., González-Castro, V., & Alegre, E.
Published in: VIII Jornadas Nacionales de Investigación en Ciberseguridad, 2023
Publisher: -
DOI: 10.5281/zenodo.10130421

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

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

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

Author(s): Psaltis, A., Patrikakis, C. Z., & Daras, P.
Published in: European Conference on Computer Vision, 2022
Publisher: -
DOI: 10.5281/zenodo.7505951

Authorship identification in text documents using BERT and POS features

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

Boosting Masked Face Recognition with Multi-Task ArcFace

Author(s): David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako
Published in: Proceedings of SITIS 2022, 2023
Publisher: IEEE

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

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

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

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

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

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

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

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

Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios

Author(s): 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
Published in: Information, Issue 14(6), 2023, Page(s) 342, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info14060342

The Development of Cybercrime Law 2020/2021

Author(s): Professor Dr. Marco Gercke
Published in: Zeitschrift fuer Urheber- und Medienrecht, Issue Issue 11, 2021, Page(s) Pages 921-933, ISSN 0177-6762
Publisher: NOMOS

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

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

MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

Author(s): Andrés Carofilis; Laura Fernández-Robles; Enrique Alegre; Eduardo Fidalgo
Published in: IEEE Access, Issue 11, 2023, Page(s) 80089-80104, ISSN 2169-3536
Publisher: 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

Author(s): Juan Camilo Vásquez-Correa; Aitor Álvarez
Published in: Sensors, Issue 23, 2023, Page(s) 1843, ISSN 1424-8220
Publisher: 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

Author(s): Abhishek Gangwar; Víctor González-Castro; Enrique Alegre; Eduardo Fidalgo
Published in: Neurocomputing 2023, Issue Jan. 12, 2023, 2023, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/j.neucom.2023.01.027

Short text classification approach to identify child sexual exploitation material

Author(s): Al-Nabki, W., Fidalgo, E., Alegre, E., & Alaiz-Rodríguez, R
Published in: Scientific Reports, Issue 13(1), 2023, Page(s) 16108, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-42902-8

Boosting Masked Face Recognition with Multi-Task ArcFace

Author(s): David Montero; Marcos Nieto; Peter Leskovsky; Naiara Aginako
Published in: Crossref, Issue 8, 2021
Publisher: ArXiv
DOI: 10.1109/sitis57111.2022.00042

Boosting Masked Face Recognition with Multi-Task ArcFace

Author(s): David Montero, Marcos Nieto, Peter Leškovský, Naiara Aginako
Published in: the Computing Research Repository (CoRR) in arXiv, 2021
Publisher: arXiv

Deliverables

Publications

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