Amora: Black-box adversarial morphing attack

• Main Authors: WANG, Run, JUEFEI-XU, Felix, GUO, Qing, HUANG, Yihao, XIE, Xiaofei, MA, Lei, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Black-box adversarial attack; morphing; face recognition; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7080; https://ink.library.smu.edu.sg/context/sis_research/article/8083/viewcontent/3394171.3413544.pdf
• Institution: Singapore Management University

Nowadays, digital facial content manipulation has become ubiquitous and realistic with the success of generative adversarial networks (GANs), making face recognition (FR) systems suffer from unprecedented security concerns. In this paper, we investigate and introduce a new type of adversarial attack...