Reliability and security of DNNs

In recent years, DNNs (Deep Neural Networks) have become very popular both in academic and practical fields. DNN applications are being employed even in safety-critical areas, such as autonomous driving, surveillance, or healthcare. Therefore, the study of reliability and security of DNN applications is imperative.