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Rethinking Certification for Trustworthy Machine-Learning-Based Applications.

, , , и . IEEE Internet Comput., 27 (6): 22-28 (ноября 2023)

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Niels Benatar

Peter Benad

Akli Benakli

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Wilhelm Benade

 

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Big Data Assurance: An Approach Based on Service-Level Agreements., , , , , и . Big Data, 11 (3): 239-254 (июня 2023)A DevSecOps-based Assurance Process for Big Data Analytics., , , и . ICWS, стр. 1-10. IEEE, (2022)Multi-Dimensional Certification of Modern Distributed Systems., , и . IEEE Trans. Serv. Comput., 16 (3): 1999-2012 (мая 2023)An Assurance-Based Risk Management Framework for Distributed Systems., , , и . ICWS, стр. 482-492. IEEE, (2021)Non-Functional Certification of Modern Distributed Systems: A Research Manifesto., и . SSE, стр. 71-79. IEEE, (2023)Towards an Assurance Framework for Edge and IoT Systems., , , и . EDGE, стр. 41-43. IEEE, (2021)Bridging the Gap Between Certification and Software Development., , и . ARES, стр. 19:1-19:10. ACM, (2022)Towards Certification of Machine Learning-Based Distributed Systems., , , и . CoRR, (2023)New data poison attacks on machine learning classifiers for mobile exfiltration., , , , , , , , , и . CoRR, (2022)On the Robustness of Ensemble-Based Machine Learning Against Data Poisoning., , , , , и . CoRR, (2022)