Title: Interactive versus Passive 2D Face Spoofing Detection

Year of Publication: Nov - 2014
Page Numbers: 99-103
Authors: Mohamed Moustafa, Alia Saad
Conference Name: The International Conference on Artificial Intelligence and Pattern Recognition (AIPR2014)
- Malaysia

Abstract:


Due to its several advantages including practicality and simple requirements, facial identification has attracted a great amount of attention over the past years. Nonetheless, several studies have investigated 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 authentication method, evaluate and compare its robustness to the best known static anti-spoofing detection approach under realistic conditions.