PerryXDeng / weaponizing_unicode

homoglyph detection through few-shot machine learning on weakly labelled data

Readme

Source code for P. Deng, C. Linsky, and M. Wright, "Weaponizing Unicodes with Deep Learning - Identifying Homoglyphs with Weakly Labeled Data", 2020 IEEE International Conference on Intelligence and Security Informatics (ISI).

The list of previously unrecorded predicted homoglyphs is in new_predicted_homoglyphs.txt You can see some of these predicted homoglyphs visualized in viz_unknown_homoglyphs.ipynb