Weaponizing Unicodes with Deep Learning -- Identifying Homoglyphs with Weakly Labeled Data

Perry Deng, Cooper Linsky, Matthew Wright

Visually similar characters, or homoglyphs, can be used to perform social engineering attacks or to evade spam and plagiarism detectors. It is thus important to understand the capa…