Security Certification: from Traditional Software and Cloud System to Ml-Based Services

Learning of the main security certification techniques and schemes for software, applications, and cloud services. Knowledge on non-functional properties of Machine Learning models. Certification scheme for ML-based services. In particular, techniques based on testing and techniques based on monitoring will be studied. The peculiarities of the certification schemes presented will be highlighted in relation to their ability to dynamically adapt to the evolutions of the certified software/service. Certification schemes integrated with the design and development phase in DevOps environments will be also introduced.