Marco Simoni

According to our database, Marco Simoni authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

On the Hidden Objective Biases of Group-based Reinforcement Learning.

Aleksandar Fontana, Marco Simoni, Giulio Rossolini, Andrea Saracino, Paolo Mori

CoRR, January, 2026

On-device derivation of IoT usage control policies: Automating U-XACML policy generation from natural language with LLMs in smart homes environments.

Loay Alajramy, Marco Simoni, Marco Rasori, Andrea Saracino, Paolo Mori

Future Gener. Comput. Syst., 2026

2025

KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement.

Sania Nayab, Marco Simoni, Giulio Rossolini, Andrea Saracino

CoRR, November, 2025

TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence.

Marco Simoni, Aleksandar Fontana, Andrea Saracino, Paolo Mori

CoRR, October, 2025

GTPO: Trajectory-Based Policy Optimization in Large Language Models.

Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino

CoRR, August, 2025

Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization.

Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino

CoRR, July, 2025

MATRIX: A Comprehensive Graph-Based Framework for Malware Analysis and Threat Research.

Marco Simoni, Andrea Saracino

Proceedings of the 22nd International Conference on Security and Cryptography, 2025

MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation.

Marco Simoni, Andrea Saracino, Vinod P, Mauro Conti

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.

Sania Nayab, Marco Simoni, Giulio Rossolini

Proceedings of the Availability, Reliability and Security, 2025

Unmasking Model Behavior: How LLMs Reason on Vulnerability Detection.

Aleksandar Fontana, Marco Simoni

Proceedings of the Availability, Reliability and Security, 2025

2024

Cybersecurity with LLMs and RAGs: Challenges and Innovations.

Marco Simoni, Andrea Saracino

Proceedings of the Security and Privacy in Communication Networks, 2024

2023

Graph-Based Android Malware Detection and Categorization through BERT Transformer.

Andrea Saracino, Marco Simoni

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022

Towards Digital Therapy for Alzheimer's Disease and Other Forms of Neurocognitive Disorder: the INFORMA Software Platform.

Carlo Fantozzi, Andrea Zanella, Marco Simoni, Donata Gollin, Cristina Ruaro, Mariella Casa, Alessandra Codemo, Elisabetta Gasparoli, Carlo Gabelli

Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022