DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution
Using GANs to generate MasterFingerPrints that unlock 22-78% phones sensors (dep. on security level of sensor). It doesn't get much more "adversarial" than that.
This work can be potentially used to create fingerprint which can be used to match 22-78% of fingerprints in the wild, creating Skeleton key, fitting any security system, including home alarm or phone lock.
ArXiV: https://arxiv.org/pdf/1705.07386.pdf
#GAN #security #fingerprint
Using GANs to generate MasterFingerPrints that unlock 22-78% phones sensors (dep. on security level of sensor). It doesn't get much more "adversarial" than that.
This work can be potentially used to create fingerprint which can be used to match 22-78% of fingerprints in the wild, creating Skeleton key, fitting any security system, including home alarm or phone lock.
ArXiV: https://arxiv.org/pdf/1705.07386.pdf
#GAN #security #fingerprint