| Multi-dimensional certification of modern distributed systems M Anisetti, CA Ardagna, N Bena IEEE Transactions on Services Computing 16 (3), 1999-2012, 2022 | 18 | 2022 |
| On the robustness of random forest against untargeted data poisoning: an ensemble-based approach M Anisetti, CA Ardagna, A Balestrucci, N Bena, E Damiani, CY Yeun IEEE Transactions on Sustainable Computing, 2023 | 12 | 2023 |
| On the robustness of ensemble-based machine learning against data poisoning M Anisetti, CA Ardagna, A Balestrucci, N Bena, E Damiani, CY Yeun arXiv preprint, 2022 | 11 | 2022 |
| Non-Functional Certification of Modern Distributed Systems: A Research Manifesto CA Ardagna, N Bena 2023 IEEE International Conference on Software Services Engineering (SSE), 71-79, 2023 | 10 | 2023 |
| Rethinking certification for trustworthy machine learning-based applications M Anisetti, CA Ardagna, N Bena, E Damiani IEEE Internet Computing, 2023 | 9 | 2023 |
| An assurance-based risk management framework for distributed systems M Anisetti, CA Ardagna, N Bena, A Foppiani 2021 IEEE International Conference on Web Services (ICWS), 482-492, 2021 | 9 | 2021 |
| Big Data Assurance: An Approach Based on Service-Level Agreements CA Ardagna, N Bena, C Hébert, M Krotsiani, C Kloukinas, G Spanoudakis Big Data 11 (3), 239-254, 2023 | 8 | 2023 |
| A devsecops-based assurance process for big data analytics M Anisetti, N Bena, F Berto, G Jeon 2022 IEEE International Conference on Web Services (ICWS), 1-10, 2022 | 8 | 2022 |
| Stay thrifty, stay secure: a VPN-based assurance framework for hybrid systems E Damiani, N Bena, C Ardagna, M Anisetti Proceedings of the 17th International Joint Conference on e-Business and …, 2020 | 8 | 2020 |
| Towards an assurance framework for edge and IoT systems M Anisetti, CA Ardagna, N Bena, R Bondaruc 2021 IEEE International Conference on Edge Computing (EDGE), 41-43, 2021 | 7 | 2021 |
| Continuous Certification of Non-functional Properties Across System Changes M Anisetti, CA Ardagna, N Bena International Conference on Service-Oriented Computing, 3-18, 2023 | 6 | 2023 |
| Explainable data poison attacks on human emotion evaluation systems based on EEG signals Z Zhang, S Umar, AY Al Hammadi, S Yoon, E Damiani, CA Ardagna, ... IEEE Access 11, 18134-18147, 2023 | 6 | 2023 |
| New data poison attacks on machine learning classifiers for mobile exfiltration MA Ramirez, S Yoon, E Damiani, HA Hamadi, CA Ardagna, N Bena, ... arXiv preprint arXiv:2210.11592, 2022 | 5 | 2022 |
| Bridging the Gap Between Certification and Software Development CA Ardagna, N Bena, RM De Pozuelo Proceedings of the 17th International Conference on Availability …, 2022 | 4 | 2022 |
| An assurance framework and process for hybrid systems M Anisetti, CA Ardagna, N Bena, E Damiani International Conference on E-Business and Telecommunications, 79-101, 2020 | 4 | 2020 |
| Revisiting Trust Management in the Data Economy: A Roadmap CA Ardagna, N Bena, N Bennani, C Ghedira-Guegan, N Grecchi, ... IEEE Internet Computing, 2024 | 2 | 2024 |
| Lightweight behavior-based malware detection M Anisetti, CA Ardagna, N Bena, V Giandomenico, G Gianini International Conference on Management of Digital, 237-250, 2023 | 2 | 2023 |
| Security Assurance in Modern IoT Systems N Bena, R Bondaruc, A Polimeno 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-5, 2022 | 2 | 2022 |
| Certifying Accuracy, Privacy, and Robustness of ML-Based Malware Detection N Bena, M Anisetti, G Gianini, CA Ardagna SN Computer Science 5 (6), 710, 2024 | 1 | 2024 |
| Towards Certification of Machine Learning-Based Distributed Systems. M Anisetti, CA Ardagna, N Bena, E Damiani CoRR, 2023 | 1 | 2023 |
Claudio ArdagnaRicercatore, Università degli Studi di Milano在 unimi.it 的电子邮件经过验证
