Sustainable Autonomy and Resilience for LEAs using AI against High priority Threats

Informations projet

STARLIGHT

N° de convention de subvention: 101021797

DOI

10.3030/101021797

Projet clôturé

Date de signature de la CE 20 Avril 2021

Date de début 1 Octobre 2021

Date de fin 31 Janvier 2026

Financé au titre de

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

Coût total

€ 18 947 200,63

Contribution de l’UE

€ 17 000 000,00

Coordonné par

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (4)

Communication and dissemination plan - V1

Communication and dissemination plan V1

Communication and dissemination plan - V2
Large-scale, multi-modal awareness raising campaigns - V1
Visibility Design Guide and Materials

Publications

Peer reviewed articles (17)

The Development of Law Related to Cybercrime 2021/2022

Auteurs: Marco Gercke
Publié dans: Zeitschrift fuer Urheber- und Medienrecht (ZUM), Numéro Numéro 12,2022, 2022, ISSN 0177-6762
Éditeur: NOMOS

Some statistical challenges in automated driving systems

Auteurs: William N. Caballero; David Rios Insua; Roi Naveiro
Publié dans: Crossref, Numéro 7, 2023, ISSN 1524-1904
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/asmb.2765

A meta-survey of adversarial attacks against artificial intelligence algorithms, including diffusion models

Auteurs: Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś
Publié dans: Neurocomputing, Numéro 653, 2026, Page(s) 131231, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2025.131231

Manipulating hidden-Markov-model inferences by corrupting batch data

Auteurs: William N. Caballero, Jose Manuel Camacho, Tahir Ekin, Roi Naveiro
Publié dans: Computers & Operations Research, 2024, ISSN 0305-0548
Éditeur: Pergamon Press Ltd.

Adversarial Machine Learning: Bayesian Perspectives

Auteurs: David Rios Insua, Roi Naveiro, Victor Gallego, Jason Poulos
Publié dans: Journal of the American Statistical Association, 2023, ISSN 0162-1459
Éditeur: American Statistical Association
DOI: 10.1080/01621459.2023.2183129

A cybersecurity risk analysis framework for systems with artificial intelligence components

Auteurs: J.M. Camacho, A. Couce‐Vieira, D. Arroyo, D.R. Insua
Publié dans: International Transactions in Operational Research, Numéro 33, 2026, Page(s) 798-825, ISSN 0969-6016
Éditeur: Blackwell Publishing
DOI: 10.1111/itor.70049

Analyzing the European institutional response to ethical and regulatory challenges of artificial intelligence in addressing discriminatory bias

Auteurs: Pablo Cerezo-Martínez, Alejandro Nicolás-Sánchez, Francisco J. Castro-Toledo
Publié dans: Frontiers in Artificial Intelligence, Numéro 7, 2024, ISSN 2624-8212
Éditeur: Frontiers Media SA
DOI: 10.3389/frai.2024.1393259

Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts

Auteurs: Lam Pham, Dat Ngo, Dusan Salovic, Anahid Jalali, Alexander Schindler, Phu X. Nguyen, Khoa Tran, Hai Canh Vu
Publié dans: Applied Acoustics, 2023, ISSN 0003-682X
Éditeur: Pergamon Press Ltd.

Advanced insights through systematic analysis: Mapping future research directions and opportunities for xAI in deep learning and artificial intelligence used in cybersecurity

Auteurs: Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś
Publié dans: Neurocomputing, Numéro 590, 2024, Page(s) 127759, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2024.127759

Discriminatory bias (and how to prevent it) in the European Union: a review of the ethical and regulatory framework for artificial intelligence.

Auteurs: Pablo Cerezo Martínez, Alejandro Nicolás-Sánchez, Francisco J. Castro-Toledo
Publié dans: OSF, 2025, ISSN 2620-5289
Éditeur: Center for Open Science
DOI: 10.31219/osf.io/bqu3c

The Development of Law Related to Cybercrime 2020/2021

Auteurs: Marco Gercke
Publié dans: Zeitschrift fuer Urheber- und Medienrecht (ZUM), Numéro Numéro 11, 2021, 2021, ISSN 0177-6762
Éditeur: NOMOS

White Hats in Blue? The Ethical Issues of Employing Hackers in Law Enforcement Agencies

Auteurs: Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik, Michał Choraś
Publié dans: IT Professional, Numéro 27, 2025, Page(s) 57-61, ISSN 1520-9202
Éditeur: IEEE Computer Society
DOI: 10.1109/mitp.2025.3532789

MSP2P: Multi-Scale Point-based Approach for Optimal Crowd Localization Through Perspective Analysis

Auteurs: David Redó Nieto
Publié dans: Journal of Image and Graphics, Numéro 13, 2025, ISSN 2301-3699
Éditeur: EJournal Publishing
DOI: 10.18178/joig.13.1.115-122

In depth analysis for securing the truth: Addressing the fake news challenge with graph neural networks

Auteurs: Gracjan Kątek, Rafał Kozik, Aleksandra Pawlicka, Marek Pawlicki, Michał Choraś
Publié dans: Neurocomputing, Numéro 654, 2025, Page(s) 131327, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2025.131327

Improved likelihood ratios for face recognition in surveillance video by multimodal feature pairing

Auteurs: Andrea Macarulla Rodriguez, Zeno Geradts, Marcel Worring, Luis Unzueta
Publié dans: Forensic Science International: Synergy, Numéro 8, 2024, Page(s) 100458, ISSN 2589-871X
Éditeur: Elsevier BV
DOI: 10.1016/j.fsisyn.2024.100458

Protecting Classifiers from Attacks

Auteurs: Víctor Gallego, Roi Naveiro, Alberto Redondo, David Ríos Insua, Fabrizio Ruggeri
Publié dans: Statistical Science, Numéro 39, 2024, ISSN 0883-4237
Éditeur: Institute of Mathematical Statistics
DOI: 10.1214/24-sts922

MobilityDL: A Review of Deep Learning From Trajectory Data

Auteurs: Anita Graser, Anahid Jalali, Jasmin Lambert, Axel Weißenfeld, Krzysztof Janowicz
Publié dans: GeoInformatika, 2024, ISSN 1384-6175
Éditeur: Kluwer Academic Publishers

Conference proceedings (40)

Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices

Auteurs: Lam Pham, Khoa Tran, Dat Ngo, Hieu Tang, Son Phan, Alexander Schindler
Publié dans: MMAsia '22: Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022
Éditeur: Association for Computing Machinery

Ensuring Trustworthiness in Decentralized Systems through Federated Distillation and Feature Mixing

Auteurs: Christos Chatzikonstantinou, Athanasios Psaltis, Charalampos Z. Patrikakis, Petros Daras
Publié dans: 2024 IEEE International Conference on Big Data (BigData), 2025, Page(s) 7668-7676
Éditeur: IEEE
DOI: 10.1109/bigdata62323.2024.10825800

Trustworthy AI-based Cyber-Attack Detector for Network Cyber Crime Forensics [preprint]

Auteurs: Puchalski, Damian; Pawlicki, Marek; Kozik, Rafał; Renk, Rafał; Choraś, Michał
Publié dans: Numéro 38, 2024
Éditeur: NA

Evasion Attacks Against Bayesian Predictive Models

Auteurs: Pablo G. Arce, Roi Naveiro, David Ríos Insua
Publié dans: Proceedings of the Forty-first Conference on Uncertainty in Artificial Intelligence, PMLR 286:184-202, 2025, 2025
Éditeur: ArXiv

Towards eXplainable AI for Mobility Data Science

Auteurs: Anahid Jalali, Anita Graser, Clemens Heistracher
Publié dans: LocBigDataAI2023, 2023
Éditeur: LocBigDataAI2023

THINT: a Deep Learning Framework for Terrorist Threats Identification in Social Media

Auteurs: Marco San Biagio, Valerio Scarfone, Ernesto La Mattina, Vito Morreale
Publié dans: 2024 International Conference on Electrical, Computer and Energy Technologies (ICECET, 2024, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/icecet61485.2024.10698249

LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts

Auteurs: Phat Lam, Lam Pham, Tin Nguyen, Hieu Tang, Michael Seidl, Medina Andresel, Alexander Schindler
Publié dans: Annals of Computer Science and Information Systems, Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS), Numéro 39, 2025, Page(s) 219-224
Éditeur: Polish Information Processing Society
DOI: 10.15439/2024f5872

Deep Learning Based Multimodal with Two-phase Training

Auteurs: Lam Pham, Trang Le, Cam Le, Dat Ngo, Weissenfeld Axel, Alexander Schindler
Publié dans: Proc. CBMI, 2023
Éditeur: Proc. CBMI

Deep Learning From Trajectory Data: a Review of Neural Networks and the Trajectory Data Representations to Train Them

Auteurs: Graser, A., Jalali, A., Lampert, J., Weißenfeld, A., & Janowicz, K
Publié dans: Workshop on Big Mobility Data Analysis BMDA2023 in conjunction with EDBT/ICDT 2023, 2023
Éditeur: NA

Trend Detection in Crime-Related Time Series with Change Point Detection Methods

Auteurs: Apostolos Konstantinou, Despoina Chatzakou, Ourania Theodosiadou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris
Publié dans: 2023
Éditeur: Springer

Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models

Auteurs: Cimitan, Ana; Alves Pinto, Ana; Geierhos, Michaela
Publié dans: Numéro 20, 2024
Éditeur: ACL Anthology
DOI: 10.5281/zenodo.18174479

Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach

Auteurs: Andreas Kosmatopoulos; Kostas Loumponias; Ourania Theodosiadou; Theodora Tsikrika; Stefanos Vrochidis; Ioannis Kompatsiaris
Publié dans: 2022, ISBN 978-1-6654-5661-6
Éditeur: IEE

Predictability and Comprehensibility in Post-Hoc XAI Methods: A User-Centered Analysis

Auteurs: Jalali, A., Haslhofer, B., Kriglstein, S., Rauber, A.
Publié dans: SAI2023 Computing Conference, 2023
Éditeur: LNNS

De-identifying Face Image Datasets While Retaining Facial Expressions

Auteurs: Andreas Josef Leibl, Dr. Andreas Attenberger, Andreas Meißner, Dr. Stefan Altmann, Helmut Mayer
Publié dans: 2023
Éditeur: IEEE

Towards Unsupervised Speaker Diarization System for Multilingual Telephone Calls Using Pre-trained Whisper Model and Mixture of Sparse Autoencoders

Auteurs: Phat Lam, Lam Pham, Truong Nguyen, Dat Ngo, Thinh Pham, Tin Nguyen, Loi Khanh Nguyen, Alexander Schindler
Publié dans: 2025
Éditeur: Springer

Explainability versus Security: The Unintended Consequences of xAI in Cybersecurity

Auteurs: Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś
Publié dans: Proceedings of the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2025, Page(s) 1-7
Éditeur: ACM
DOI: 10.1145/3665451.3665527

Domain-Aligned Data Augmentation for Low-Resource and Imbalanced Text Classification

Auteurs: Stylianou, Nikolaos, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, and Ioannis Kompatsiaris
Publié dans: Advances in Information Retrieval: 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2--6, 2023, Proceedings, Part II, 2023, Page(s) 172--187, ISBN 978-3-031-28238-6
Éditeur: Springer
DOI: 10.1007/978-3-031-28238-6_12

CLIP-based Few-Shot Multi-Label Classification Methods: A Comparative Study

Auteurs: Yağmur Çiğdem Aktas, Jorge Garcia Castaño
Publié dans: 2025 13th International Symposium on Digital Forensics and Security (ISDFS), 2025, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/isdfs65363.2025.11012107

Zero-Shot Taxonomy Mapping for Document Classification

Auteurs: Lorenzo Bongiovanni, Giuseppe Rizzo, Luca Bruno, fabrizio Dominici
Publié dans: in The 38th ACM/SIGAPP Symposium on Applied Computing, Numéro 27 March 2023, 2023
Éditeur: Association for Computing Machinery

STARLIGHT - Sustainable Autonomy and Resilience for LEAs using AI against High priority Threats

Auteurs: García J., Pelin R., Van De Crommert P., Touleimat N.
Publié dans: Research and Innovation Symposium for European SECURITY and Defense, Numéro May, 29th-31th 2023, 2023, Page(s) 272-275
Éditeur: Satways Ltd.

Leveraging Continuous Learning for Fighting Misinformation

Auteurs: Evgenia Adamopoulou, Theodoros Alexakis, Nikolaos Peppes, Emmanouil Daskalakis, Konstantinos Demestichas
Publié dans: Security Informatics and Law Enforcement, 2023
Éditeur: Springer

Federated tool for anonymization and annotation in image data

Auteurs: Sabina B. van Rooij, Henri Bouma, Jelle van Mil, Johan-Martijn ten Hove
Publié dans: Proc. SPIE Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies VI, 2022
Éditeur: SPIE
DOI: 10.1117/12.2637420

StablePrivacy: Diffusion-Based Privacy Enhancement for Face Image Datasets

Auteurs: Andreas Josef Leib, Helmut Mayer
Publié dans: British Machine Vision Conference Workshop 2024, 2024
Éditeur: BMVA

IM-DISCO: Invariant Mining for Detecting IntrusionS in Critical Operations

Auteurs: Guilherme Saraiva; Filipe Apolinário; Miguel L. Pardal
Publié dans: 2024, Page(s) 42-58, ISBN 978-3-031-54128-5
Éditeur: Springer Nature Switzerland AG

A Behavior-Based Human Movement Simulator

Auteurs: Lorena Quesada Ilmert, Ana M. Bernardos, José R. Casar
Publié dans: 2025 12th International Conference on Future Internet of Things and Cloud (FiCloud), 2025, Page(s) 350-357
Éditeur: IEEE
DOI: 10.1109/ficloud66139.2025.00054

One-shot logo detection for large video datasets and live camera surveillance in criminal investigations,

Auteurs: Stefanos Demertzis, Sabina B. van Rooij, Michalis Lazaridis, Henri Bouma, Manuel Alvarez Fernandez, Johan-Martijn ten Hove, Rodrigo Sainz Mendez, Petros Daras,
Publié dans: Proc. SPIE, Numéro vol. 12742, 2023
Éditeur: Proc. SPIE

Efficient visual information indexation for supporting actionable intelligence and knowledge generation

Auteurs: Desale Nurye, Yagmur Aktas, Jorge García
Publié dans: 2023
Éditeur: Proc. SPIE

Few-shot multilabel multiclass continuous learning for dark web image categorization

Auteurs: Yagmur Aktas, Mikel Aramburu, Jorge Garcia-Castaño
Publié dans: Artificial Intelligence for Security and Defence Applications II, 2024, Page(s) 17
Éditeur: SPIE
DOI: 10.1117/12.3029645

Leveraging Continuous Learning for Fighting Misinformation

Auteurs: Evgenia Adamopoulou, Theodoros Alexakis, Nikolaos Peppes, Emmanouil Daskalakis, Konstantinos Demestichas
Publié dans: Research and Innovation Symposium for European SECURITY and Defense, Numéro May, 29th-31th 2023, 2023, Page(s) 122-124
Éditeur: Satways Ltd.

Efficient Multi-Criteria Important Node Identification via Ego-Network Approximation

Auteurs: Andreas Kosmatopoulos, Taxiarchis Skouras, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris
Publié dans: The 12 International Conference on Social Networks Analysis, Management and Security (SNAMS2025), 2025
Éditeur: SNAMS2025

Impact Estimation of Emergency Events Using Social Media Streams

Auteurs: Giacomo Blanco, Edoardo Arnaudo, Dario Salza, Claudio Rossi
Publié dans: 2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI), Numéro 26 August 2022, 2022
Éditeur: IEEE

Combining and enhancing global and local vision foundation models for explainable tattoo matching

Auteurs: Sabina B. van Rooij, Michalis Lazaridis, Stefanos Demertzis, Henri Bouma, Petros Daras
Publié dans: Artificial Intelligence for Security and Defence Applications III, 2025, Page(s) 23
Éditeur: SPIE
DOI: 10.1117/12.3069997

ARGAN-IDS: Adversarial Resistant Intrusion Detection Systems using Generative Adversarial Networks

Auteurs: João Costa, Filipe Apolinário, Carlos Ribeiro
Publié dans: Proceedings of the 19th International Conference on Availability, Reliability and Security, 2025, Page(s) 1-10
Éditeur: ACM
DOI: 10.1145/3664476.3669928

A ’glocal’ approach for real-time emergency event detection in Twitter

Auteurs: Dario Salza, Edoardo Arnaudo, Giacomo Blanco, Claudio rossi
Publié dans: Social Media for Crisis Management Proceedings of the 19th ISCRAM Conference, 2022
Éditeur: IEE

RISE SD 2023 Proceedings: STARLIGHT - Sustainable Autonomy and Resilience for LEAs using AI against High Priority Threats

Auteurs: García, Jorge; Pelin, Roxana; Van De Crommert, Peter; Touleimat, Nizar
Publié dans: Numéro 9, 2023
Éditeur: NA
DOI: 10.5281/zenodo.18151809

Light-Weight Deep Learning Models for Acoustic Scene Classification

Auteurs: Lam Pham, Tin Nguyen, Phat Lam, Dat Ngo, Anahid Jalali, Alexander Schindler
Publié dans: Proc.IoS, 2023
Éditeur: Proc.IoS

Wider or Deeper Neural Network Architecture for Acoustic

Auteurs: Lam Pham, Khoa Tran, Hieu Tang, Dat Ngo, Son Phan, Alexander Schindler
Publié dans: Proc. MMAsia, 2023
Éditeur: Proc. MMAsia

Augmented probability simulation for adversarial risk analysis in general security.

Auteurs: Roi Naveiro, David Rios Insua, Jose Manuel Camacho
Publié dans: Proceedings of the 12th International Defense and Homeland Security Simulation/ 18th International Multidisciplinary Modeling and Simulation Multiconference, Numéro 19-21 September 2022, 2022
Éditeur: CALTEK

Enhancing Network Security Through Granular Computing: A Clustering-by-Time Approach to NetFlow Traffic Analysis

Auteurs: Mikołaj Komisarek, Marek Pawlicki, Salvatore D'Antonio, Rafał Kozik, Aleksandra Pawlicka, Michał Choraś
Publié dans: Proceedings of the 19th International Conference on Availability, Reliability and Security, 2025, Page(s) 1-8
Éditeur: ACM
DOI: 10.1145/3664476.3670882

To Teach to Hack or Not: the Grey Zone of Cybersecurity Education

Auteurs: Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik, and Michał Choraś
Publié dans: Information Systems Education Conference ISECON, 69–81., 2024
Éditeur: None

Thesis and dissertations (1)

Context-Aware Feature Vectors in Dark Web Page Classification

Auteurs: Brinkhuijsen S., Pernisch R., Haspels E.,and van Staalduinen M.
Publié dans: BNAIC/BeNeLearn, 2022
Éditeur: NA

Book chapters (6)

Bias Detection and Mitigation in Textual Data: A Study on Fake News and Hate Speech Detection

Auteurs: Apostolos Kasampalis, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris
Publié dans: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024, Page(s) 374-383
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-56063-7_29

Automated Definition Generation for Online Jargon Analysis

Auteurs: Helena Björnesjö, Axel Alness Borg, Katie Cohen, Björn Pelzer, Erik Wachtmeister
Publié dans: Lecture Notes in Computer Science, Social Networks Analysis and Mining, 2026, Page(s) 542-558
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-032-14107-1_43

Selective Word Substitution for Contextualized Data Augmentation

Auteurs: Kyriaki Pantelidou, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis & Ioannis Kompatsiaris
Publié dans: Lecture Notes in Computer Science, 2022, Page(s) 508-516
Éditeur: Springer
DOI: 10.1007/978-3-031-08473-7_47

ExpLEA-AIner: Proposition and Development of the Model-Driven Approach to Incorporating Explainable AI in Network Intrusion Detection Systems for Law Enforcement Agencies

Auteurs: Marek Pawlicki, Aleksandra Pawlicka, Sebastian Szelest, Mikołaj Komisarek, Rafał Kozik, Michał Choraś
Publié dans: Lecture Notes in Business Information Processing, Information Systems, 2025, Page(s) 334-347
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-81325-2_24

Geo-temporal Crime Forecasting Using a Deep Learning Attention-Based Model

Auteurs: Fabio Caffaro, Lorenzo Bongiovanni, Claudio Rossi
Publié dans: Security Informatics and Law Enforcement, Paradigms on Technology Development for Security Practitioners, 2024, Page(s) 323-329
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-62083-6_26

Leveraging Continuous Learning for Fighting Misinformation

Auteurs: Evgenia Adamopoulou, Theodoros Alexakis, Nikolaos Peppes, Emmanouil Daskalakis, Konstantinos Demestichas
Publié dans: Security Informatics and Law Enforcement, 2024, ISSN 2523-8507
Éditeur: Springer Nature Switzerland AG