Franco Terranova

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5
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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)
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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

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Publications

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Multi-Taxonomy Vulnerability Classification with Hierarchically Finetuned Language Models

Franco Terranova , Sana Rekbi , Abdelkader Lahmadi , Isabelle Chrisment

To appear at DIMVA 2026 - Conference on Detection of Intrusions and Malware and Vulnerability Assessment, Jul 2026, Chania, Crete, Greece

Communication dans un congrès hal-05500820v1
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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-05182437v1
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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-04662428v1