Interactive versus Passive 2D Face Spoofing Detection
Mohamed M. Moustafa, Alia Saad · International Conference on Artificial Intelligence · 2014
Due to its several advantages including practicality and simple requirements, facial identifica- tion has attracted a great amount of attention over the past years. Nonetheless, several studies have investi- gated the vulnerabilities a face biometrics system might face. Therefore, many researches are investigating the countermeasures to these spoof attempts. Unlike passive authentication methods that were profoundly studied, interaction was broadly examined as a potential robust spoofing prevention approach. In this paper, we present our collected dataset, propose an interactive authenti- cation method, evaluate and compare its robustness to the best known static anti-spoofing detection approach under realistic conditions.