Parrella, Giuseppe
Parrella, Giuseppe
Dipartimento di Ingegneria dell'Informazione ed Elettrica e Matematica applicata/DIEM
Evaluating Large Language Models for Vulnerability Detection Under Realistic Conditions
2025 Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario
GUIDE: Enhancing Gradient Inversion Attacks in Federated Learning with Denoising Models
2026 Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario
Leveraging Open-Source LLMs for Zero-Shot Vulnerability Detection: A Comparative Analysis
2025 Capuano, N.; Carletti, V.; Foggia, P.; Parrella, G.; Vento, M.
MIRAGE: Mattress Inspection through Integrated Reasoning and Anomaly Grounded Embeddings
2026 Saggese, Alessia; Spingola, Camilla; Marseglia, Mattia; Parrella, Giuseppe; Ranieri, Speranza; Rosa, Francesco; Sarno, Mattia
On the Detectability of Active Gradient Inversion Attacks in Federated Learning
2026 Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario
SoK: Gradient Inversion Attacks in Federated Learning
2025 Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Evaluating Large Language Models for Vulnerability Detection Under Realistic Conditions | 1-gen-2025 | Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario | |
| GUIDE: Enhancing Gradient Inversion Attacks in Federated Learning with Denoising Models | 1-gen-2026 | Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario | |
| Leveraging Open-Source LLMs for Zero-Shot Vulnerability Detection: A Comparative Analysis | 1-gen-2025 | Capuano, N.; Carletti, V.; Foggia, P.; Parrella, G.; Vento, M. | |
| MIRAGE: Mattress Inspection through Integrated Reasoning and Anomaly Grounded Embeddings | 1-gen-2026 | Saggese, Alessia; Spingola, Camilla; Marseglia, Mattia; Parrella, Giuseppe; Ranieri, Speranza; Rosa, Francesco; Sarno, Mattia | |
| On the Detectability of Active Gradient Inversion Attacks in Federated Learning | 1-gen-2026 | Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario | |
| SoK: Gradient Inversion Attacks in Federated Learning | 1-gen-2025 | Carletti, Vincenzo; Foggia, Pasquale; Mazzocca, Carlo; Parrella, Giuseppe; Vento, Mario |