Onboarding of new customers is a sensitive task for various services, like Banks who have to follow the KnowYour Customer (KYC) rules. Mobile Onboarding Applications or KYC by Streaming are expanding rapidly toprovide this capacity at home. Unfortunately, this leaves the authentication tools in the hand of end-users, allowingthe attacker to directly tamper the video stream. With the rise of new digital face manipulation technologies,traditional face spoofing attacks such as presentation attacks or replay attacks should not be the only one to beconsidered. A new kind of face spoofing attacks (i.e. digital face spoofing) needs to be studied carefully. In thispaper, we analyze those new kinds of attacks and propose a method to secure identity documents against both thetraditional attacks and the new ones.