Franco Terranova

100%
Libre accès
5
Documents
Affiliations actuelles
  • Université de Lorraine (UL)
  • Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA)
  • Institut National de Recherche en Informatique et en Automatique (Inria)
Identifiants chercheurs
Contact

Présentation

Hello! I’m Franco Terranova, currently a Ph.D. Student focusing on Deep Reinforcement Learning for Cyber-Attack Paths Discovery at the Université de Lorraine/LORIA. I have a Master’s Degree in Artificial Intelligence and Data Engineering, and a Bachelor’s Degree in Computer Engineering from the University of Pisa. I have previously interned for the European Space Agency (ESA) and the Fermi National Accelerator Laboratory (Fermilab) in several projects related to Deep Learning & Reinforcement Learning.

Domaines de recherche

Informatique [cs]

Compétences

Computer Vision Reinforcement Learning Representation Learning Federated Learning Deep Learning Machine Learning Internet of Things Distributed Systems Statistics

Publications

2
1
1
1
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
5
5
1
1
2
2
5
5
3
3
1

Publications

Image document

Multi-Taxonomy Vulnerability Classification with Hierarchically Finetuned Language Models

Franco Terranova , Sana Rekbi , Abdelkader Lahmadi , Isabelle Chrisment
DIMVA 2026 - Conference on Detection of Intrusions and Malware and Vulnerability Assessment, Jul 2026, Chania, Crete, Greece
Communication dans un congrès hal-05500820 v1
Image document

Scalable and Generalizable RL Agents for Attack Path Discovery via Continuous Invariant Spaces

Franco Terranova , Abdelkader Lahmadi , Isabelle Chrisment
2025 28th International Symposium on Research in Attacks, Intrusions and Defenses (RAID), Oct 2025, Gold Coast, Australia. pp.440-457, ⟨10.1109/RAID67961.2025.00029⟩
Communication dans un congrès hal-05182437 v1
Image document

Leveraging Deep Reinforcement Learning for Cyber-Attack Paths Prediction: Formulation, Generalization, and Evaluation

Franco Terranova , Abdelkader Lahmadi , Isabelle Chrisment
The 27th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2024), Sep 2024, Padua, Italy. pp.1-16, ⟨10.1145/3678890.3678902⟩
Communication dans un congrès hal-04662428 v1