Marco Simoni

15 papers B 1C 1Misc 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Hidden Objective Biases of Group-based Reinforcement Learning.
CoRR
Aleksandar Fontana, Marco Simoni, Giulio Rossolini, Andrea Saracino, Paolo Mori
2026 J jnl
On-device derivation of IoT usage control policies: Automating U-XACML policy generation from natural language with LLMs in smart homes environments.
Future Gener. Comput. Syst.
Loay Alajramy, Marco Simoni, Marco Rasori, Andrea Saracino, Paolo Mori
2025 J jnl
GTPO: Trajectory-Based Policy Optimization in Large Language Models.
CoRR
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
2025 J jnl
Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization.
CoRR
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
2025 J jnl
KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement.
CoRR
Sania Nayab, Marco Simoni, Giulio Rossolini, Andrea Saracino
2025 — conf
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.
ARES (Workshops 4)
Sania Nayab, Marco Simoni, Giulio Rossolini
2025 J jnl
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.
CoRR
Sania Nayab, Marco Simoni, Giulio Rossolini
2025 C conf
MATRIX: A Comprehensive Graph-Based Framework for Malware Analysis and Threat Research.
SECRYPT
Marco Simoni, Andrea Saracino
2025 Misc conf
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation.
SAC
Marco Simoni, Andrea Saracino, Vinod P, Mauro Conti
2025 J jnl
TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence.
CoRR
Marco Simoni, Aleksandar Fontana, Andrea Saracino, Paolo Mori
2025 — conf
Unmasking Model Behavior: How LLMs Reason on Vulnerability Detection.
ARES (Workshops 4)
Aleksandar Fontana, Marco Simoni
2024 — conf
Cybersecurity with LLMs and RAGs: Challenges and Innovations.
SecureComm (4)
Marco Simoni, Andrea Saracino
2024 J jnl
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation.
CoRR
Marco Simoni, Andrea Saracino, Vinod P., Mauro Conti
2023 B conf
Graph-Based Android Malware Detection and Categorization through BERT Transformer.
ARES
Andrea Saracino, Marco Simoni
2022 — conf
Towards Digital Therapy for Alzheimer's Disease and Other Forms of Neurocognitive Disorder: the INFORMA Software Platform.
GoodIT
Carlo Fantozzi, Andrea Zanella, Marco Simoni, Donata Gollin, Cristina Ruaro, Mariella Casa, Alessandra Codemo, Elisabetta Gasparoli, Carlo Gabelli