Tommaso Zoppi - RankMe

62 papers A 3B 4C 7Misc 5Journal 27Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fail-Controlled Classifiers: A Swiss-Army Knife Toward Trustworthy Systems. Softw. Pract. Exp. Fahad Ahmed KhoKhar, Tommaso Zoppi, Andrea Ceccarelli, Leonardo Montecchi, Andrea Bondavalli
2025	J	`jnl`	A Strategy for Predicting the Performance of Supervised and Unsupervised Tabular Data Classifiers. Data Sci. Eng. Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2025	J	`jnl`	Bringing Machine Learning Classifiers Into Critical Cyber-Physical Systems: A Matter of Design. IEEE Access Burcu Sayin, Tommaso Zoppi, Nicolò Marchini, Fahad Ahmed KhoKhar, Andrea Passerini
2025	J	`jnl`	Confidence ensembles: Tabular data classifiers on steroids. Inf. Fusion Tommaso Zoppi, Peter Popov
2025	C	`conf`	Orchestrating Fail-Safe, Black-Box Models Within Federated Learning Scenarios. PRDC Fahad Ahmed KhoKhar, Tommaso Zoppi, Jamal Hussain Shah
2025	—	`conf`	Run-Time Monitoring of ERTMS/ETCS Control Flow by Process Mining. RSSRail Francesco Vitale, Tommaso Zoppi, Francesco Flammini, Nicola Mazzocca
2025	J	`jnl`	Run-Time Monitoring of ERTMS/ETCS Control Flow by Process Mining. CoRR Francesco Vitale, Tommaso Zoppi, Francesco Flammini, Nicola Mazzocca
2025	—	`conf`	Safe Maintenance of Railways Using COTS Mobile Devices: The Remote Worker Dashboard. RSSRail Tommaso Zoppi, Innocenzo Mungiello, Andrea Ceccarelli, Alberto Cirillo, Lorenzo Sarti, Lorenzo Esposito, Giuseppe Scaglione, Sergio Repetto, Andrea Bondavalli
2025	—	`conf`	System-Awareness: An Enabling Condition to Design and Deploy Anomaly Detectors. ICSA Companion Muhammad Atif, Tommaso Zoppi, Andrea Bondavalli
2024	J	`jnl`	Anomaly-based error and intrusion detection in tabular data: No DNN outperforms tree-based classifiers. Future Gener. Comput. Syst. Tommaso Zoppi, Stefano Gazzini, Andrea Ceccarelli
2024	C	`conf`	Deploying a Generic Threat Model for Detecting Anomalies in a Power Grid Digital Twin. PRDC Tommaso Zoppi, Irene Bicchierai, Francesco Brancati, Andrea Bondavalli, Hans-Peter Schwefel
2024	C	`conf`	Fail-Controlled Classifiers: Do they Know when they don't Know? PRDC Tommaso Zoppi, Fahad Ahmed KhoKhar, Andrea Ceccarelli, Leonardo Montecchi, Andrea Bondavalli
2024	J	`jnl`	Fast Abstracts and Student Forum Proceedings - EDCC 2024 - 19th European Dependable Computing Conference. CoRR Simona Bernardi, Tommaso Zoppi
2024	—	`conf`	On attacks (dis)similarities to test adversarial defense: can we reduce the attack set? ITASEC Tommaso Puccetti, Tommaso Zoppi, Andrea Ceccarelli
2024	—	`conf`	Position Paper - Bringing Classifiers into Critical Systems: Are We Barking up the Wrong Tree? SAFECOMP (Workshops) Tommaso Zoppi, Fahad Ahmed KhoKhar, Andrea Ceccarelli, Andrea Bondavalli
2024	J	`jnl`	ROSpace: Intrusion Detection Dataset for a ROS2-Based Cyber-Physical System. CoRR Tommaso Puccetti, Simone Nardi, Cosimo Cinquilli, Tommaso Zoppi, Andrea Ceccarelli
2023	C	`conf`	Anomaly Detectors for Self-Aware Edge and IoT Devices. QRS Tommaso Zoppi, Giovanni Merlino, Andrea Ceccarelli, Antonio Puliafito, Andrea Bondavalli
2023	Misc	`conf`	Detection of Adversarial Attacks by Observing Deep Features with Structured Data Algorithms. SAC Tommaso Puccetti, Andrea Ceccarelli, Tommaso Zoppi, Andrea Bondavalli
2023	A	`conf`	Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers. ECAI Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2023	J	`jnl`	Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers. CoRR Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2023	A	`conf`	Intrusion detection without attack knowledge: generating out-of-distribution tabular data. ISSRE Andrea Ceccarelli, Tommaso Zoppi
2023	J	`jnl`	On the Efficacy of Metrics to Describe Adversarial Attacks. CoRR Tommaso Puccetti, Tommaso Zoppi, Andrea Ceccarelli
2023	J	`jnl`	Safe Maintenance of Railways using COTS Mobile Devices: The Remote Worker Dashboard. ACM Trans. Cyber Phys. Syst. Tommaso Zoppi, Innocenzo Mungiello, Andrea Ceccarelli, Alberto Cirillo, Lorenzo Sarti, Lorenzo Esposito, Giuseppe Scaglione, Sergio Repetto, Andrea Bondavalli
2023	J	`jnl`	Tolerate Failures of the Visual Camera With Robust Image Classifiers. IEEE Access Muhammad Atif, Andrea Ceccarelli, Tommaso Zoppi, Andrea Bondavalli
2023	J	`jnl`	Which algorithm can detect unknown attacks? Comparison of supervised, unsupervised and meta-learning algorithms for intrusion detection. Comput. Secur. Tommaso Zoppi, Andrea Ceccarelli, Tommaso Puccetti, Andrea Bondavalli
2022	J	`jnl`	On the Properness of Incorporating Binary Classification Machine Learning Algorithms Into Safety-Critical Systems. IEEE Trans. Emerg. Top. Comput. Mohamad Gharib, Tommaso Zoppi, Andrea Bondavalli
2022	J	`jnl`	Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection. CoRR Tommaso Zoppi, Andrea Ceccarelli
2022	J	`jnl`	Towards Enhancing Traffic Sign Recognition through Sliding Windows. Sensors Muhammad Atif, Tommaso Zoppi, Mohamad Gharib, Andrea Bondavalli
2022	—	`conf`	Towards a General Model for Intrusion Detection: An Exploratory Study. PKDD/ECML Workshops (2) Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2021	J	`jnl`	Detect Adversarial Attacks Against Deep Neural Networks With GPU Monitoring. IEEE Access Tommaso Zoppi, Andrea Ceccarelli
2021	C	`conf`	Detecting Intrusions by Voting Diverse Machine Learners: Is It Really Worth? PRDC Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2021	J	`jnl`	Development and validation of a safe communication protocol compliant to railway standards. J. Braz. Comput. Soc. Duccio Bertieri, Andrea Ceccarelli, Tommaso Zoppi, Innocenzo Mungiello, Mario Barbareschi, Andrea Bondavalli
2021	—	`conf`	Feature Rankers to Predict Classification Performance of Unsupervised Intrusion Detectors. LADC Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2021	J	`jnl`	MADneSs: A Multi-Layer Anomaly Detection Framework for Complex Dynamic Systems. IEEE Trans. Dependable Secur. Comput. Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2021	J	`jnl`	Meta-Learning to Improve Unsupervised Intrusion Detection in Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. Tommaso Zoppi, Mohamad Gharib, Muhammad Atif, Andrea Bondavalli
2021	J	`jnl`	Prepare for trouble and make it double! Supervised - Unsupervised stacking for anomaly-based intrusion detection. J. Netw. Comput. Appl. Tommaso Zoppi, Andrea Ceccarelli
2021	Misc	`conf`	Quantitative comparison of supervised algorithms and feature sets for traffic sign recognition. SAC Muhammad Atif, Tommaso Zoppi, Mohamad Gharib, Andrea Bondavalli
2021	—	`conf`	Spoofing Detectability as a Property of Biometric Characteristics. ITASEC Tommaso Zoppi, Enrico Schiavone, Irene Bicchierai, Francesco Brancati, Andrea Bondavalli
2021	Misc	`conf`	Understanding the properness of incorporating machine learning algorithms in safety-critical systems. SAC Mohamad Gharib, Tommaso Zoppi, Andrea Bondavalli
2021	J	`jnl`	Unsupervised Algorithms to Detect Zero-Day Attacks: Strategy and Application. IEEE Access Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2021	J	`jnl`	Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape. Trans. Data Sci. Tommaso Zoppi, Andrea Ceccarelli, Tommaso Capecchi, Andrea Bondavalli
2020	—	`conf`	Into the Unknown: Unsupervised Machine Learning Algorithms for Anomaly-Based Intrusion Detection. DSN (Supplements) Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2020	J	`jnl`	On the educated selection of unsupervised algorithms via attacks and anomaly classes. J. Inf. Secur. Appl. Tommaso Zoppi, Andrea Ceccarelli, Lorenzo Salani, Andrea Bondavalli
2020	J	`jnl`	Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape. CoRR Tommaso Zoppi, Andrea Ceccarelli, Tommaso Capecchi, Andrea Bondavalli
2019	B	`conf`	An Initial Investigation on Sliding Windows for Anomaly-Based Intrusion Detection. SERVICES Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2019	A	`conf`	Evaluation of Anomaly Detection Algorithms Made Easy with RELOAD. ISSRE Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2019	—	`conf`	Practical Experience Report: Implementation, Verification and Validation of a Safe and Secure Communication Protocol for the Railway Domain. LADC Duccio Bertieri, Tommaso Zoppi, Innocenzo Mungiello, Andrea Ceccarelli, Mario Barbareschi, Andrea Bondavalli
2019	Misc	`conf`	Quantitative comparison of unsupervised anomaly detection algorithms for intrusion detection. SAC Filipe Falcão, Tommaso Zoppi, Caio Barbosa Viera Silva, Anderson Santos, Baldoino Fonseca, Andrea Ceccarelli, Andrea Bondavalli
2019	J	`jnl`	Threat Analysis in Systems-of-Systems: An Emergence-Oriented Approach. ACM Trans. Cyber Phys. Syst. Andrea Ceccarelli, Tommaso Zoppi, Alexandr Vasenev, Marco Mori, Dan Ionita, Lorena Montoya, Andrea Bondavalli
2018	J	`jnl`	Labelling relevant events to support the crisis management operator. J. Softw. Evol. Process. Tommaso Zoppi, Andrea Ceccarelli, Francesco Lo Piccolo, Paolo Lollini, Gabriele Giunta, Vito Morreale, Andrea Bondavalli
2018	C	`conf`	On Algorithms Selection for Unsupervised Anomaly Detection. PRDC Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2017	—	`conf`	A Modeling Framework to Support Resilient Evolution Planning of Smart Grids. SmartGIFT Tommaso Zoppi, Sandford Bessler, Andrea Ceccarelli, Edward Lambert, Eng Tseng Lau, Alexandr Vasenev
2017	—	`conf`	A Tool for Evolutionary Threat Analysis of Smart Grids. SmartGIFT Tommaso Zoppi, Andrea Ceccarelli, Marco Mori
2017	Misc	`conf`	Exploring anomaly detection in systems of systems. SAC Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2017	—	`conf`	Towards Security Requirements: Iconicity as a Feature of an Informal Modeling Language. REFSQ Workshops Alexandr Vasenev, Dan Ionita, Tommaso Zoppi, Andrea Ceccarelli, Roel J. Wieringa
2016	B	`conf`	Challenging Anomaly Detection in Complex Dynamic Systems. SRDS Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2016	B	`conf`	Context-Awareness to Improve Anomaly Detection in Dynamic Service Oriented Architectures. SAFECOMP Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
2016	—	`conf`	On the impact of emergent properties on SoS security. SoSE Marco Mori, Andrea Ceccarelli, Tommaso Zoppi, Andrea Bondavalli
2016	—	`conf`	Presenting the Proper Data to the Crisis Management Operator: A Relevance Labelling Strategy. HASE Tommaso Zoppi, Andrea Ceccarelli, Paolo Lollini, Andrea Bondavalli, Francesco Lo Piccolo, Gabriele Giunta, Vito Morreale
2015	B	`conf`	A Multi-layer Anomaly Detector for Dynamic Service-Based Systems. SAFECOMP Andrea Ceccarelli, Tommaso Zoppi, Massimiliano Leone Itria, Andrea Bondavalli
2014	C	`conf`	A Testbed for Evaluating Anomaly Detection Monitors through Fault Injection. ISORC Andrea Ceccarelli, Tommaso Zoppi, Andrea Bondavalli, Fabio Duchi, Giuseppe Vella
2006	—	`conf`	Ontological Modelling for Archaeological Data. VAST Andrea D'Andrea, Giulia Marchese, Tommaso Zoppi