Huang, Q., Zhang, J., Zhou, W., Zhang, W. and Yu, N. 2021. Initiative Defense against Facial Manipulation. Proceedings of the AAAI Conference on Artificial Intelligence. 35, 2 (May 2021), 1619-1627. DOI:https://doi.org/10.1609/aaai.v35i2.16254.