As a scientist I hate to find such mistakes in publications: "The test set is used for scoring the candidate DeepMasterPrints during optimization. The attack should be successful against these fingerprints as it is directly optimized for them." Even if that's a typo..

Disclaimer. My team at Neurotechnology develops fingerprint recognition algorithm VeriFinger which was used in this publication to look for vulnerabilities of small area fingerprint sensors.