3 papers
cs.CV2018
CAAD 2018: Iterative Ensemble Adversarial Attack
Jiayang Liu, Weiming Zhang, Nenghai Yu
Deep Neural Networks (DNNs) have recently led to significant improvements in many fields. However, DNNs are vulnerable to adversarial examples which are samples with imperceptible…
cs.CV2018
Emerging Applications of Reversible Data Hiding
Dongdong Hou, Weiming Zhang, Jiayang Liu +3
Reversible data hiding (RDH) is one special type of information hiding, by which the host sequence as well as the embedded data can be both restored from the marked sequence withou…
cs.CV2018
Detection based Defense against Adversarial Examples from the Steganalysis Point of View
Jiayang Liu, Weiming Zhang, Yiwei Zhang +4
Deep Neural Networks (DNNs) have recently led to significant improvements in many fields. However, DNNs are vulnerable to adversarial examples which are samples with imperceptible…