| ID | Title | Authors |
| 3 | LLM as the core component of C4ISR | Dominique Verdejo and Eunika Mercier Laurent |
| 19 | Emerging threats based on AI in cyberspace | Gauderic Gumbs, Marie Thérèse Feujio and Patrick Perrot |
| 40 | Explainability in Fraud Detection: Trustworthy AI and Pattern Detection | Steve Bellart, Hugues Ali Mehenni and Ahmad Chamma |
| 38 | LLM based data annotation and augmentation for NER and relationship extraction models enhancement | Skander Soltani and Elias Limouni |
| 39 | Vers un maillage sécuritaire intelligent | Isabelle Cimino and Jérôme Marcenac |
| 35 | Machine Learning for Cyber Security: Techniques and Business Applications | Kamran Razzaq and Mahmood Shah |
| 36 | Explainable Contextual Anomaly Detection: a focus on QCAD | Gauderic Gumbs, Maurras Togbe, Yousra Chabchoub and Patrick Perrot |
| 18 | A responsible crime evolution analysis for homeland security | Daniel Camara and Patrick Perrot |
| 15 | ODIP : an operational tool to fight against child abuse | Jérémy Billuart, Romain Gémignani and Patrick Perrot |
| 41 | Human-Centric AI for Enhancing Security in Smart City Anomaly Detection | Sanjay Misra, Kousik Barik, Petter Kvalvik and Sabarathinam Chockalingam |
| 20 | Swarms of thermal and optical drones for searching for missing persons or fugitives | Thibaut Heckmann and Gautier Filardo |
| 42 | Drone-Based Victim Detection in Disaster Zones: Leveraging Radiance Fields and Vision Language Models for Enhanced Rescue Efforts | Mohamed Hamdi, Oumayma Mabrouk, Kevin Tiassou, Hichem Snoussi and Simon Thomine |