Scientific publications
CEASEFIRE innovation often necessitates research, unavoidably leading to novel scientific contributions that are being peer-reviewed and, if accepted, published in the form of papers within the proceedings of scientific conferences (following in-person presentation) or in academic journals.
The CEASEFIRE papers that have been published up to now are the following ones:
| No. | AUTHORS | TITLE | AVAILABLE AT | OPEN ACCESS |
| 1. | G. Batsis, I. Mademlis, G. Th. Papadopoulos | Illicit item detection in X-ray images for security applications | ieeexplore.ieee.org | arxiv.org |
| 2. | I. Mademlis, G. Batsis, A. A. R. Chrysochoou, G. Th. Papadopoulos | Visual inspection for illicit items in X-ray images using Deep Learning | ieeexplore.ieee.org | arxiv.org |
| 3. | S. Konstantakos, D. I. Chalkiadaki, I. Mademlis, A. A. R. Chrysochoou, G. Th. Papadopoulos | Self-supervised visual learning for analyzing firearms trafficking activities on the Web | ieeexplore.ieee.org | arxiv.org |
| 4. | A. K. Blitsi, G. Stavropoulos, K. Votis | Vision Paper: Uncovering Illegal Firearm Transactions in Cryptocurrency Networks | ieeexplore.ieee.org | researchgate.net |
| 5. | M. Makrynioti, C. Porlou, A. Alexiadis, G. Stavropoulos, K. Votis, D. Tzovaras | Unveiling Conversational Patterns: Intent Classification and Clustering in Reddit’s Firearm Trade Community | ieeexplore.ieee.org | researchgate.net |
| 6. | G. Chatzimarkaki, S. Karagiorgou, M. Konidi, D. Alexandrou, T. Bouras, S. Evangelatos | Harvesting Large Textual and Multimedia Data to Detect Illegal Activities on Dark Web Marketplaces | ieeexplore.ieee.org | researchgate.net |
| 7. | I. Mademlis, M. Mancuso, C. Paternoster, S. Evangelatos, E. Finlay, J. Hughes, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Stavropoulos, K. Votis and G. Th. Papadopoulos | The invisible arms race: digital trends in illicit goods trafficking and AI-enabled responses | ieeexplore.ieee.org | techrxiv.org |
| 8. | T. Malon, S. Chambon, A. Crouzil, L. Lechelek, G. Jalabert, C. Brocard, N. Bernadeau, L. Abadie, B. Sera, T. Hartmann, M. Le Bras | Ceasefire Hierarchical Weapon Dataset | dl.acm.org | zenodo.org |
| 9. | J. Cani, I. Mademlis, A. A. R. Chrysochoou, G. Th. Papadopoulos | llicit object detection in X-ray images using Vision Transformers | ieeexplore.ieee.org | arxiv.org |
| 10. | S. Konstantakos, J. Cani, I. Mademlis, D. I. Chalkiadaki, Y. M. Asano, E. Gavves, G. T. Papadopoulos | Self-supervised visual learning in the low-data regime: a comparative evaluation | sciencedirect.com | arxiv.org |
| 11. | J. Cani, I. Mademlis, M. Mancuso, C, Paternoster, E. Adamakis, G. Margetis, S. Chambon, A. Crouzil, L. Lechek, G. Dede, S. Evangelatos, G. Lalas, F. Mignet, P. Linardatos, K. Kentrotis, H. Gierszal, P. Tyczka, S. Karagiorgou, G. Pantelis, G. Stavropoulos, K. Votis, G. Th. Papadopoulos | CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking | ieeexplore.ieee.org | arxiv.org |
| 12. | Christophe Pantel, Sylvie Chambon | Intégration des relations de composition / décomposition pour la segmentation d’objets en considérant les sous-parties et une classification hiérarchique | hal.science | hal.science |
| 13. | P. Alaimisis, I. Mademlis, P. Radoglou-Grammatakis, P. Sarigiannidis, G. Th. Papadopoulos | Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions | springer.com | arxiv.org |
| 14. | M. Linardakis, I. Varlamis, G. Th. Papadopoulos | Distributed maze exploration using multiple agents and optimal goal assignment | ieeexplore.ieee.org | arxiv.org |
| 15. | M. Linardakis, I. Varlamis, G. Th. Papadopoulos | Multi-robot maze exploration using an efficient cost-utility method | dl.acm.org | arxiv.org |
| 16. | Α. Stefanidou, J. Cani, T. Papadopoulos, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Varlamis, G. Th. Papadopoulos | Leveraging Digital Twin Technologies for Public Space Protection and Vulnerability Assessment | ieeexplore.ieee.org | arxiv.org |
| 17. | F. Mignet, V. Stanciu, S. Plank-Konrad | Vision Paper: Incorporating Domain Knowledge in Information Retrieval Systems to Streamline Incident Investigation | ieeexplore.ieee.org | researchgate.net |
| 18. | M. Wysocki, H. Gierszał, P. Tyczka, G. Pantelis, S. Karagiorgou | Benchmarking of Different YOLO Models for CAPTCHAs Detection and Classification | ieeexplore.ieee.org | arxiv.org |
| 19. | E. Adamakis, E. Sykianaki, G. Margetis, S. Ntoa, C. Stephanidis | Applying visual analytics to firearms trafficking trails for the extraction of strategic intelligence | ieeexplore.ieee.org | zenodo.org |
| 20. | C. Porlou, M. Makrynioti, G. Stavropoulos, K. Votis | Vision Paper: Addressing the Threat of 3D Printing Firearm Files with Data-Driven Strategies | ieeexplore.ieee.org | researchgate.net |
| 21. | C. Porlou, M. Makrynioti, A. Alexiadis, G. Stavropoulos, G. Pantelis, K. Votis, D. Tzovaras | Optimizing an LLM Prompt for Accurate Data Extraction from Firearm-Related Listings in Dark Web Marketplaces | ieeexplore.ieee.org | researchgate.net |
| 22. | A. K. Blitsi, E. Katsoura, G. Stavropoulos, K. Votis | Uncovering Illegal Firearm Transactions in Cryptocurrency Networks | ieeexplore.ieee.org | researchgate.net |
| 23. | L. Lechelek, S. Chambon, A. Crouzil, S. Abdulwahab, G. Jalabert, C. E. Brocard, C. Coquillard, L. Abadie, B. Sera, T. Hartmann, M. L. Bras | eCHFD: Extended Ceasefire Hierarchical Firearm Dataset | dl.acm.org | dl.acm.org |
| 24. | I. Veneti, I. Varlamis, G. Th. Papadopoulos | Classification of Greek News Articles by Genre Using Open Large Language Models | researchgate.net | |
| 25. | S. Zindros, C. Chronis, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, G. Th. Papadopoulos | Public space security management using digital twin technologies | ieeexplore.ieee.org | arxiv.org |
| 26. | L. Zecchini, V. Efthymiou, F. Naumann, G. Simonini | Deduplicated Sampling On-Demand | www.vldb.org | |
| 27. | J. Cani, C. Diou, S. Evangelatos, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, G. Th. Papadopoulos | X-ray illicit object detection using hybrid CNN-transformer neural network architectures | ieeexplore.ieee.org | arxiv.org |
| 28. | S. Abdulwahab, S. Chambon, S. Gasparini, L. Lechelek, G. Jalabert, C. Brocard, C. E. Coquillard, L. Abadie, B. Sera, T. Hartmann, and M. Le Bras | MM-FirearmNet: RGB-Depth Fusion with Adaptive Feature Reinforcement for Multi-Modal Firearm Recognition | researchgate.net | |
| 19. | P. Koletsis, C. Panagiotopoulos, G. Th. Papadopoulos, V. Eftyhmiou | Relationship Detection on Tabular Data Using Statistical Analysis and Large Language Models | arxiv.org | |
| 30. | J. Cani, C. Diou, S. Evangelatos, V. Argyriou, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Varlamis, G. Th. Papadopoulos | Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation | arxiv.org | |
| 31. | A. Stefanidou, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, G. Th. Papadopoulos | State of play and future directions in industrial computer vision AI standards | ieeexplore.ieee.org | arxiv.org |
| 32. | E. Adamakis, G. Margetis, S. Ntoa, C. Stephanidis | A methodological approach towards human-centered visual analytics | doi.org | doi.org |
| 33. | G. Dede, G. Lalas, E. Filiopoulou, T. Kamalakis | Assessment of Cybersecurity Measures towards the Achievement of the UN SDG8: an AHP and MoSCoW Approach | ieeexplore.ieee.org | researchgate.net |