An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape

1 code implementation • 24 Apr 2024 • Sifat Muhammad Abdullah, Aravind Cheruvu, Shravya Kanchi, Taejoong Chung, Peng Gao, Murtuza Jadliwala, Bimal Viswanath

Second, the emergence of \textit{vision foundation models} -- machine learning models trained on broad data that can be easily adapted to several downstream tasks -- can be misused by attackers to craft adversarial deepfakes that can evade existing defenses.

Adversarial Attack Face Swapping