HDA Facial Makeup Presentation Attack Database
Hochschule Darmstadt (HDA) facial makeup presentation attack database (HDA_MPA_DB) contains web-collected facial images of individuals with and without makeup in several contexts:
- Bona fide makeup application.
- Identity concealment M-PAs.
- Impersonation M-PAs.
Download and Copyright
The database is being made available for researchers from 2021 onwards. Interested researchers can download this database upon request. Please send an email to firstname.lastname@example.org. Any commercial use/distribution of this database is prohibited. All the technical reports and papers that report experimental results from this database should provide acknowledgment and reference to .
 P. Drozdowski, S. Grobarek, J. Schurse, C. Rathgeb, F. Stockhardt, C. Busch, „Makeup Presentation Attack Potential Revisited: Skills Pay the Bills“, in International Workshop on Biometrics and Forensics (IWBF), May 2021.