# Unraveling robustness of deep face anti-spoofing models against pixel attacks

> Research article (Multimedia Tools and Applications, 2020) · cited 19× · AI/ML

**Wikidata**: [openalex:W3095585295](https://www.wikidata.org/wiki/openalex:W3095585295)  
**Source**: https://4ort.xyz/entity/unraveling-robustness-of-deep-face-anti-spoofing-models-against-pixel-attacks