CrypTFlow: Secure TensorFlow Inference

16 Sep 20191 code implementation

Prior work in the area of secure inference (SecureML, MiniONN, HyCC, ABY3, CHET, EzPC, Gazelle, and SecureNN) has been limited to semi-honest security of toy networks with 3--4 layers over tiny datasets such as MNIST or CIFAR which have 10 classes.

Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection

9 Jul 20191 code implementation

The proposed approach achieves an HTER of 0% in Replay Mobile dataset and an ACER of 0. 42% in Protocol-1 of OULU dataset outperforming state of the art methods.

FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION

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