D2.2 DEFINE PARAMETERS AND ELEMENTS TO CONSTRUCT ACCOUNTABILITY, RESILIENCE, AND PRIVACY METRICS
This deliverable aims to propose metrics for evaluating the trustworthiness of AI systems, which will provide detailed objectives for efforts to achieving trustworthiness. To comprehensively explore the space and provide practical metrics, we operationalize trustworthiness into three dimensions: accountability, resilience, and privacy. For each dimension, we first develop a ground by studying the existing approaches and the trade-offs they involve, to identify the considerations for the development of metrics. Based on the study, a set of metrics are proposed for each dimension, which can provide insights not only about the degree of trustworthiness but also the potential trade-offs.
Read the deliverable here!