Marco Simoni

PhD student, Istituto di Informatica e Telematica, Consiglio Nazionale delle Ricerche

Joined

July 2025

Names

Marco Simoni (Preferred)

Emails

****@iit.cnr.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Istituto di Informatica e Telematica, Consiglio Nazionale delle Ricerche (cnr.it)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Andrea Saracino

2022 – 2026

Expertise

Reinforcement Learning

2023 – Present

Large Language Models

2022 – Present

Cybersecurity

2021 – Present

Publications

MATRIX: A Comprehensive Graph-Based Framework for Malware Analysis and Threat Research.
Marco Simoni, Andrea Saracino
- SECRYPT 2025
- Readers: Everyone
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.
Sania Nayab, Marco Simoni, Giulio Rossolini
- ARES (Workshops 4) 2025
- Readers: Everyone
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
- Readers: Everyone
TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence
Marco Simoni, Aleksandar Fontana, Andrea Saracino, Paolo Mori
- CoRR 2025
- Readers: Everyone
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation
Sania Nayab, Marco Simoni, Giulio Rossolini
- 20th International Conference on Availability, Reliability and Security (ARES 2025)
- Readers: Everyone
GTPO: Trajectory-Based Policy Optimization in Large Language Models
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
- arXiv preprint arXiv:2508.03772
- Readers: Everyone
Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
- CoRR 2025
- Readers: Everyone
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation
Sania Nayab, Marco Simoni, Giulio Rossolini
- CoRR 2025
- Readers: Everyone
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation
Marco Simoni, Andrea Saracino, Vinod P, Mauro Conti
- SAC 2025
- Readers: Everyone

View all 13 publications