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Luca Petrillo

Explainable Security Requirements Classification Through Transformer Models
2025 · Luca Petrillo, Fabio Martinelli, et al. · Future Internet · 18
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Security Policy Generation and Verification through Large Language Models: A Proposal
2024 · Fabio Martinelli, Francesco Mercaldo, et al. · ACM Conference on Data and Application Security and Privacy (CODASPY) · 18
Toward the Adoption of Explainable Pre-Trained Large Language Models for Classifying Human-Written and AI-Generated Sentences
2024 · Luca Petrillo, Fabio Martinelli, et al. · Electronics · 14
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A Method for AI-generated sentence detection through Large Language Models
2024 · Fabio Martinelli, Francesco Mercaldo, et al. · Procedia Computer Science · 5
TALLM: A framework for Text Analysis using Large Language Models
2025 · Luca Petrillo, Fabio Martinelli, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 3
An explainable method for security requirements classification through transformer models
2026 · Luca Petrillo, Francesco Mercaldo, et al. · Future Generation Computer Systems · 2
An Explainable Method for Automatic Extraction of Natural Language Access Control Policy Key Components
2025 · Luca Petrillo, Fabio Martinelli, et al. · Applied Sciences · 2
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Automatic Association of Cloud Security Controls and Quantifiable Metrics for Certification
2026 · John Bianchi, Shuya Dong, et al. · IEEE International Conference on Smart Computing Workshops and Other Affiliated Events (SMARTCOMP Companion) · 1
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An Explainable Method for Access Control Policies Classification
2025 · Luca Petrillo, Fabio Martinelli, et al. · IEEE International Conference on Cyber Security and Resilience (CSR) · 1
Security Requirements Classification by Means of Explainable Transformer Models
2025 · Luca Petrillo, Fabio Martinelli, et al. · IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) · 1
Cybersecurity-Related Tweet Classification by Explainable Deep Learning
2024 · Giacomo Iadarola, Fabio Martinelli, et al. · International Conference on Information Systems Security and Privacy (ICISSP) · 1
A Method for Medical Abstract Classification by Means of Transformer Models
2026 · Luca Petrillo, Fabio Martinelli, et al. · International Conference on Revolutionary Artificial Intelligence and Future Applications (Rev-AI)
Automated Compliance Mapping in Cloud Security with Domain-Adapted Sentence Transformers
2026 · John Bianchi, Luca Petrillo, et al. · Procedia Computer Science
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An Explainable Framework for Text Generation Tasks
2025 · Luca Petrillo, Fabio Martinelli, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
A Hybrid Approach to Sentence Classification in Clinical Data Through Word Embeddings: A Proposal
2025 · Luca Petrillo, Fabio Martinelli, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Explainable Access Control Policies Classification through Large Language Models
2025 · Luca Petrillo, Fabio Martinelli, et al. · International Joint Conference on Neural Networks (IJCNN)
A Method for Explainable Medical Abstracts Classification through Transformer Models
2025 · Luca Petrillo, Anna Giacomello, et al. · International Joint Conference on Neural Networks (IJCNN)
Works count: 17
Citation count: 66
H-index: 4
I10-index: 3
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