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Marco Simoni

Observed names: SIMONI, MARCO, Simoni, Marco
ORCID: 0009-0000-4170-503X
Observed ORCID: 0009-0000-4170-503X
OpenAlex ID: A5088391249
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation
2025 · Marco Simoni, Andrea Saracino, et al. · ACM Symposium on Applied Computing · 17
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Graph-Based Android Malware Detection and Categorization through BERT Transformer
2023 · Andrea Saracino, Marco Simoni · International Conference on Availability, Reliability and Security (ARES) · 16
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On-device derivation of IoT usage control policies: Automating U-XACML policy generation from natural language with LLMs in smart homes environments
2025 · Loay Alajramy, Marco Simoni, et al. · Future Generation Computer Systems · 6
MATRIX: A Comprehensive Graph-Based Framework for Malware Analysis and Threat Research
2025 · Marco Simoni, Andrea Saracino · International Conference on Security and Cryptography · 3
Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization
2025 · Simoni, Marco, Fontana, Aleksandar, et al. · arXiv (Cornell University) · 1
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Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation
2025 · Sania Nayab, Marco Simoni, et al. · Lecture notes in computer science · 1
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DANTINOX: A Unified Framework for Multi-Paradigm Language Modeling
2026 · Simoni, Marco, Fontana, Aleksandar, et al. · arXiv (Cornell University)
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On the Hidden Objective Biases of Group-based Reinforcement Learning
2026 · Fontana, Aleksandar, Simoni, Marco, et al. · Zenodo (CERN European Organization for Nuclear Research)
On the Hidden Objective Biases of Group-based Reinforcement Learning
2026 · Association for Computational Linguistics 2026, Fontana, Aleksandar, et al. · Underline Science Inc.
Toward reliable and adaptive large language models in the cybersecurity domain
2026 · SIMONI, MARCO · IRIS Research product catalog (Sapienza University of Rome)
On the Hidden Objective Biases of Group-based Reinforcement Learning
2026 · Fontana, Aleksandar, Simoni, Marco, et al. · arXiv (Cornell University)
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GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control
2026 · Marco Simoni, Aleksandar Fontana, et al. · Transactions of the Association for Computational Linguistics
On the Hidden Objective Biases of Group-based Reinforcement Learning
2026 · Aleksandar Fontana, Marco Simoni, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement
2025 · Nayab, Sania, Simoni, Marco, et al. · arXiv (Cornell University)
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Cybersecurity with LLMs and RAGs: Challenges and Innovations
2025 · Marco Simoni, Andrea Saracino · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Unmasking Model Behavior: How LLMs Reason on Vulnerability Detection
2025 · Aleksandar Fontana, Marco Simoni · Lecture notes in computer science
Works count: 18
Citation count: 44
H-index: 3
I10-index: 2
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