Great progress has been made in deep learning over the past few years, which drives the
deployment of deep learning–based applications into cyber-physical systems. But the lack of …

Intel software guard extensions (SGX) increase the security of applications by enabling them
to be performed in a highly trusted space (called enclave). Most state-of-the-art attacks on …

Background The healthcare sector demands a higher degree of responsibility,
trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems …

Background: The healthcare sector demands a higher degree of responsibility,
trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems …

Deep Neural Networks (DNNs) have been widely used in variety of fields with great success.
However, recent research indicates that DNNs are susceptible to adversarial attacks, which …

In many realistic applications, the collected inputs of DNN face a big challenge:
perturbations. Although the perturbations are imperceptible, they may cause incorrect …