Surreptitious Adversarial Examples through Functioning QR Code.

The continuous advances in the technology of Convolutional Neural Network (CNN) and Deep Learning have been applied to facilitate various tasks of human life. However, security risks of the users' information and privacy have been increasing rapidly due to the models' vulnerabilities. We have developed a novel method of adversarial attack that can conceal its intent from human intuition through the use of a modified QR code.