Tommaso Zoppi
Orcid: 0000-0001-9820-6047
According to our database1,
Tommaso Zoppi
authored at least 49 papers
between 2006 and 2024.
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Bibliography
2024
Anomaly-based error and intrusion detection in tabular data: No DNN outperforms tree-based classifiers.
Future Gener. Comput. Syst., 2024
Fast Abstracts and Student Forum Proceedings - EDCC 2024 - 19th European Dependable Computing Conference.
CoRR, 2024
CoRR, 2024
Position Paper - Bringing Classifiers into Critical Systems: Are We Barking up the Wrong Tree?
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, 2024
On attacks (dis)similarities to test adversarial defense: can we reduce the attack set?
Proceedings of the 8th Italian Conference on Cyber Security (ITASEC 2024), 2024
2023
ACM Trans. Cyber Phys. Syst., October, 2023
Which algorithm can detect unknown attacks? Comparison of supervised, unsupervised and meta-learning algorithms for intrusion detection.
Comput. Secur., April, 2023
IEEE Access, 2023
Detection of Adversarial Attacks by Observing Deep Features with Structured Data Algorithms.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023
Intrusion detection without attack knowledge: generating out-of-distribution tabular data.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
On the Properness of Incorporating Binary Classification Machine Learning Algorithms Into Safety-Critical Systems.
IEEE Trans. Emerg. Top. Comput., 2022
Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection.
CoRR, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
2021
IEEE Trans. Dependable Secur. Comput., 2021
Trans. Data Sci., 2021
ACM Trans. Cyber Phys. Syst., 2021
Prepare for trouble and make it double! Supervised - Unsupervised stacking for anomaly-based intrusion detection.
J. Netw. Comput. Appl., 2021
Development and validation of a safe communication protocol compliant to railway standards.
J. Braz. Comput. Soc., 2021
IEEE Access, 2021
IEEE Access, 2021
Understanding the properness of incorporating machine learning algorithms in safety-critical systems.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Quantitative comparison of supervised algorithms and feature sets for traffic sign recognition.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Proceedings of the 26th IEEE Pacific Rim International Symposium on Dependable Computing, 2021
Feature Rankers to Predict Classification Performance of Unsupervised Intrusion Detectors.
Proceedings of the 10th Latin-American Symposium on Dependable Computing, 2021
Proceedings of the Italian Conference on Cybersecurity, 2021
2020
On the educated selection of unsupervised algorithms via attacks and anomaly classes.
J. Inf. Secur. Appl., 2020
Into the Unknown: Unsupervised Machine Learning Algorithms for Anomaly-Based Intrusion Detection.
Proceedings of the 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks, 2020
2019
ACM Trans. Cyber Phys. Syst., 2019
Proceedings of the 2019 IEEE World Congress on Services, 2019
Quantitative comparison of unsupervised anomaly detection algorithms for intrusion detection.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Practical Experience Report: Implementation, Verification and Validation of a Safe and Secure Communication Protocol for the Railway Domain.
Proceedings of the 9th Latin-American Symposium on Dependable Computing, 2019
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019
2018
J. Softw. Evol. Process., 2018
Proceedings of the 23rd IEEE Pacific Rim International Symposium on Dependable Computing, 2018
2017
Proceedings of the Smart Grid Inspired Future Technologies, 2017
Proceedings of the Smart Grid Inspired Future Technologies, 2017
Proceedings of the Symposium on Applied Computing, 2017
Towards Security Requirements: Iconicity as a Feature of an Informal Modeling Language.
Proceedings of the Joint Proceedings of REFSQ-2017 Workshops, 2017
2016
Proceedings of the 11th System of Systems Engineering Conference, 2016
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016
Context-Awareness to Improve Anomaly Detection in Dynamic Service Oriented Architectures.
Proceedings of the Computer Safety, Reliability, and Security, 2016
Presenting the Proper Data to the Crisis Management Operator: A Relevance Labelling Strategy.
Proceedings of the 17th IEEE International Symposium on High Assurance Systems Engineering, 2016
2015
Proceedings of the Computer Safety, Reliability, and Security, 2015
2014
Proceedings of the 17th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2014
2006
Proceedings of the 37th CIPA International Workshop dedicated on e-Documentation and Standardisation in Cultural Heritage, incorporating the 7th International Symposium on Virtual Reality, Archaeology and Intelligent Cultural Heritage, the 4th Eurographics Workshop on Graphics and Cultural Heritage, and the 1st EuroMed Conference on IT in Cultural Heritage, CIPA/VAST/GCH/EuroMed 2006, Nicosia, Cyprus, October 30, 2006