Andrea Ceccarelli
Orcid: 0000-0002-2291-2428
According to our database1,
Andrea Ceccarelli
authored at least 126 papers
between 2007 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
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
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 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
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 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 Trans. Dependable Secur. Comput., 2023
Evaluating Object (Mis)Detection From a Safety and Reliability Perspective: Discussion and Measures.
IEEE Access, 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
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 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
IEEE Trans. Engineering Management, 2022
A cyber-physical-social approach for engineering Functional Safety Requirements for automotive systems.
J. Syst. Softw., 2022
Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection.
CoRR, 2022
Attacks and Faults Injection in Self-Driving Agents on the Carla Simulator - Experience Report.
CoRR, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Federated and Generative Data Sharing for Data-Driven Security: Challenges and Approach.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022
Failure modes and failure mitigation in GPGPUs: a reference model and its application.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
2021
IEEE Trans. Dependable Secur. Comput., 2021
Trans. Data Sci., 2021
A model to discipline autonomy in cyber-physical systems-of-systems and its application.
J. Softw. Evol. Process., 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
Attack and Fault Injection in Self-driving Agents on the Carla Simulator - Experience Report.
Proceedings of the Computer Safety, Reliability, and Security, 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 10th Latin-American Symposium on Dependable Computing, 2021
2020
On the educated selection of unsupervised algorithms via attacks and anomaly classes.
J. Inf. Secur. Appl., 2020
Governance & Autonomy: Towards a Governance-based Analysis of Autonomy in Cyber-Physical Systems-of-Systems.
Proceedings of the 15th IEEE International Conference of System of Systems Engineering, 2020
Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 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
Design, implementation, and assessment of a usable multi-biometric continuous authentication system.
Int. J. Crit. Comput. Based Syst., 2019
Proceedings of the 2019 IEEE World Congress on Services, 2019
The SISTER Approach for Verification and Validation: A Lightweight Process for Reusable Results.
Proceedings of the Computer Safety, Reliability, and Security, 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
Engineering Functional Safety Requirements for Automotive Systems: A Cyber-Physical-Social Approach.
Proceedings of the 19th IEEE International Symposium on High Assurance Systems Engineering, 2019
Proceedings of the 15th European Dependable Computing Conference, 2019
The SAMBA Approach for Self-Adaptive Model-Based Online Testing of Services Orchestrations.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019
2018
J. Softw. Evol. Process., 2018
J. Softw. Evol. Process., 2018
System-of-Systems to Support Mobile Safety Critical Applications: Open Challenges and Viable Solutions.
IEEE Syst. J., 2018
Proceedings of the 23rd IEEE Pacific Rim International Symposium on Dependable Computing, 2018
A Model-Based Approach for Analyzing the Autonomy Levels for Cyber-Physical Systems-of-Systems.
Proceedings of the 8th Latin-American Symposium on Dependable Computing, 2018
2017
Knowl. Inf. Syst., 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
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017
Risk Assessment of a Biometric Continuous Authentication Protocol for Internet Services.
Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017
Dealing with Functional Safety Requirements for Automotive Systems: A Cyber-Physical-Social Approach.
Proceedings of the Critical Information Infrastructures Security, 2017
Proceedings of the 12th International Conference on Availability, Reliability and Security, Reggio Calabria, Italy, August 29, 2017
2016
Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016
Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016
Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016
J. Electr. Comput. Eng., 2016
Proceedings of the 11th System of Systems Engineering Conference, 2016
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016
Threat Navigator: Grouping and Ranking Malicious External Threats to Current and Future Urban Smart Grids.
Proceedings of the Smart Grid Inspired Future Technologies, 2016
Context-Awareness to Improve Anomaly Detection in Dynamic Service Oriented Architectures.
Proceedings of the Computer Safety, Reliability, and Security, 2016
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Proceedings of the 2016 Seventh Latin-American Symposium on Dependable Computing, 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
Proceedings of the 17th IEEE International Symposium on High Assurance Systems Engineering, 2016
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016
A Hazus-Based Method for Assessing Robustness of Electricity Supply to Critical Smart Grid Consumers during Flood Events.
Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016
2015
IEEE Trans. Dependable Secur. Comput., 2015
On trustworthy measurements when testing dependable systems: a discussion and experiences.
Int. J. Crit. Comput. Based Syst., 2015
Proceedings of the Computer Safety, Reliability, and Security, 2015
Analysis of Companies Gaps in the Application of Standards for Safety-Critical Software.
Proceedings of the Computer Safety, Reliability, and Security, 2015
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Proceedings of the 16th IEEE International Symposium on High Assurance Systems Engineering, 2015
Workshop on Recent Advances in the DependabIlity AssessmeNt of Complex systEms (RADIANCE).
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015
2014
ACM SIGOPS Oper. Syst. Rev., 2014
Model-based Evaluation of Scalability and Security Tradeoffs: a Case Study on a Multi-Service Platform.
Proceedings of the Seventh International Workshop on the Practical Application of Stochastic Modelling, 2014
Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities.
CoRR, 2014
Proceedings of the Computer Safety, Reliability, and Security, 2014
Proceedings of the Computer Safety, Reliability, and Security, 2014
Proceedings of the 17th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2014
2013
Int. J. Crit. Comput. Based Syst., 2013
A methodology and supporting techniques for the quantitative assessment of insider threats.
Proceedings of the 2nd International Workshop on Dependability Issues in Cloud Computing, 2013
Experimental analysis of the first order time difference of indicators used in the monitoring of complex systems.
Proceedings of the 2nd IEEE International Workshop on Measurements & Networking, 2013
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013
A monitoring and testing framework for critical off-the-shelf applications and services.
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013
Meeting the challenges in the design and evaluation of a trackside real-time safety-critical system.
Proceedings of the 16th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2013
2012
Analysis of critical systems through rigorous, reproducible and comparable experimental assessment.
PhD thesis, 2012
Improving Security of Internet Services through Continuous and Transparent User Identity Verification.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012
GPS and Electronic Fence Data Fusion for Positioning within Railway Worksite Scenarios.
Proceedings of the 14th International IEEE Symposium on High-Assurance Systems Engineering, 2012
Design and Implementation of Real-Time Wearable Devices for a Safety-Critical Track Warning System.
Proceedings of the 14th International IEEE Symposium on High-Assurance Systems Engineering, 2012
Timed Broadcast via Off-the-Shelf WLAN Distributed Coordination Function for Safety-Critical Systems.
Proceedings of the 2012 Ninth European Dependable Computing Conference, 2012
Proceedings of the Resilience Assessment and Evaluation of Computing Systems, 2012
2011
Proceedings of the 5th Latin-American Symposium on Dependable Computing, 2011
Proceedings of the IEEE International Workshop on Measurement and Networking, 2011
Proceedings of the 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2011
Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011
2010
A New Approach and a Related Tool for Dependability Measurements on Distributed Systems.
IEEE Trans. Instrum. Meas., 2010
Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010
Towards a Framework for Self-Adaptive Reliable Network Services in Highly-Uncertain Environments.
Proceedings of the 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2010
2009
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2009
Trustworthy Evaluation of a Safe Driver Machine Interface through Software-Implemented Fault Injection.
Proceedings of the 2009 15th IEEE Pacific Rim International Symposium on Dependable Computing, 2009
Proceedings of the Architecting Dependable Systems VII, 2009
2008
Proceedings of the 27th IEEE Symposium on Reliable Distributed Systems (SRDS 2008), 2008
Proceedings of the Third International Conference on Dependability of Computer Systems, 2008
2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Towards Making NekoStat a Proper Measurement Tool for the Validation of Distributed Systems.
Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007
Foundations of Measurement Theory Applied to the Evaluation of Dependability Attributes.
Proceedings of the 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2007