Zoppi, Tommaso
Zoppi, Tommaso
Ingegneria e scienza dell'Informaz (29/10/12-)
Detect Adversarial Attacks against Deep Neural Networks with GPU Monitoring
2021-01-01 Ceccarelli, A.; Zoppi, T.
Development and validation of a safe communication protocol compliant to railway standards
2021-01-01 Bertieri, D.; Ceccarelli, A.; Zoppi, T.; Mungiello, I.; Barbareschi, M.; Bondavalli, A.
Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers
2023-01-01 Zoppi, T.; Ceccarelli, A.; Bondavalli, A.
Evaluation of Anomaly Detection algorithms made easy with RELOAD
2019-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
MADneSs: a Multi-layer Anomaly Detection Framework for Complex Dynamic Systems
2021-01-01 Zoppi, T.; Ceccarelli, A.; Bondavalli, A.
Meta-learning to improve unsupervised intrusion detection in cyber-physical systems
2021-01-01 Zoppi, T.; Gharib, M.; Atif, M.; Bondavalli, A.
On the educated selection of unsupervised algorithms via attacks and anomaly classes
2020-01-01 Zoppi, T.; Ceccarelli, A.; Salani, L.; Bondavalli, A.
On the Properness of Incorporating Binary Classification Machine Learning Algorithms Into Safety-Critical Systems
2022-01-01 Gharib, M.; Zoppi, T.; Bondavalli, A.
Prepare for trouble and make it double! Supervised – Unsupervised stacking for anomaly-based intrusion detection
2021-01-01 Zoppi, T.; Ceccarelli, A.
Quantitative Comparison of Unsupervised Anomaly Detection Algorithms for Intrusion Detection
2019-01-01 Filipe, Falcão Batista dos Santos; Zoppi, Tommaso; Caio, BARBOSA VIEIRA DA SILVA; Anderson, SANTOS DA SILVA; Baldoino, FONSECA DOS SANTOS NETO; Ceccarelli, Andrea; Bondavalli, Andrea
Threat Analysis in Systems-of-Systems: An Emergence-Oriented Approach
2019-01-01 Ceccarelli, Andrea; Zoppi, Tommaso; Vasenev, Alexandr; Mori, Marco; Ionita, Dan; Montoya, Lorena; Bondavalli, Andrea
Tolerate Failures of the Visual Camera With Robust Image Classifiers
2023-01-01 Atif, Muhammad; Ceccarelli, Andrea; Zoppi, Tommaso; Bondavalli, Andrea
Towards a General Model for Intrusion Detection: An Exploratory Study
2023-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
Towards Enhancing Traffic Sign Recognition through Sliding Windows
2022-01-01 Atif, M.; Zoppi, T.; Gharib, M.; Bondavalli, A.
Unsupervised Algorithms to Detect Zero-Day Attacks: Strategy and Application
2021-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape
2021-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Capecchi, Tommaso; Bondavalli, Andrea
Which algorithm can detect unknown attacks? Comparison of supervised, unsupervised and meta-learning algorithms for intrusion detection
2023-01-01 Zoppi, T.; Ceccarelli, A.; Puccetti, T.; Bondavalli, A.