Zoppi, Tommaso
Zoppi, Tommaso
Ingegneria e scienza dell'Informaz (29/10/12-)
Context-Awareness to improve Anomaly Detection in Dynamic Service Oriented Architectures
2016-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
Detect Adversarial Attacks against Deep Neural Networks with GPU Monitoring
2021-01-01 Ceccarelli, A.; Zoppi, T.
Detection of Adversarial Attacks by Observing Deep Features with Structured Data Algorithms
2023-01-01 Puccetti, Tommaso; Ceccarelli, Andrea; Zoppi, Tommaso; Bondavalli, Andrea
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
Exploring Anomaly Detection in Systems of Systems
2017-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
Into the unknown: Unsupervised machine learning algorithms for anomaly-based intrusion detection
2020-01-01 Zoppi, T.; Ceccarelli, A.; Bondavalli, A.
Intrusion detection without attack knowledge: Generating out-of-distribution tabular data
2023-01-01 Ceccarelli, A.; Zoppi, T.
Labelling Relevant Events to Support the Crisis Management Operator
2018-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Lo Piccolo, Francesco; Lollini, Paolo; Giunta, Gabriele; Morreale, Vito; 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 Algorithms Selection for Unsupervised Anomaly Detection
2018-01-01 Zoppi, Tommaso; Ceccarelli, Andrea; Bondavalli, Andrea
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, Mohamad; Zoppi, Tommaso; Bondavalli, Andrea
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
Robust Traffic Sign Recognition Against Camera Failures
2022-01-01 Atif, Muhammad; Ceccarelli, Andrea; Zoppi, Tommaso; Gharib, Mohamad; Bondavalli, Andrea
Safe Maintenance of Railways using COTS Mobile Devices: The Remote Worker Dashboard
2023-01-01 Zoppi, T.; Mungiello, I.; Ceccarelli, A.; Cirillo, A.; Sarti, L.; Esposito, L.; Scaglione, G.; Repetto, S.; Bondavalli, A.
STECA – Security Threats, Effects and Criticality Analysis: Definition and Application to Smart Grids
2017-01-01 Rui Baptista, Mario; Silva, Nuno; Nostro, Nicola; Zoppi, Tommaso; Ceccarelli, Andrea