most citedNew data poison attacks on machine learning classifiers for mobile exfiltration

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cs.LG2023

Continuous Management of Machine Learning-Based Application Behavior

Marco Anisetti, Claudio A. Ardagna, Nicola Bena +2

Modern applications are increasingly driven by Machine Learning (ML) models whose non-deterministic behavior is affecting the entire application life cycle from design to operation…

cs.LG2023

Rethinking Certification for Trustworthy Machine Learning-Based Applications

Marco Anisetti, Claudio A. Ardagna, Nicola Bena +1

Machine Learning (ML) is increasingly used to implement advanced applications with non-deterministic behavior, which operate on the cloud-edge continuum. The pervasive adoption of…