AI Use Case
Stress test biometric seurity systems
The proliferation of security systems reliant on biometric sensors creates a need for these to be stress-tested. One way of doing this is the creation of faked credentials to fool the system. Clearly there is also a potentially criminal aspect to this work.
New York University ~Researchers generate fake fingerprints using neural networks and successfully trick fingerprint matching security systems,Warsaw University of Technology~Researchers from Warsaw University of Technology identify irises as live or dead with a mean accuracy of 98.94% using convolutional neural networks
ML Task - Prediction - Generation