Benjamin Edwards

AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos

Deep neural networks (DNNs) have been widely applied in various applications, including autonomous driving and surveillance systems. However, DNNs are found to be vulnerable to adversarial examples, which are carefully crafted inputs aiming to mislead a learner to make incorrect predictions. While s…