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+# GMI-Attack
+
+This repo contains code for paper "The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural
+
+Networks"
+
+### Dependencies
+
+numpy>=1.16.3
+
+pytorch>=1.2.0
+
+### Usage
+
+train_gan.py: Train the attack models including generator network and discriminator network with public data
+
+attack.py: Implement model inversion attack on target models which is trained on private data
+
+Celeba/masked/train_inv.py: Train the attack models with auxiliary knowledge
+
+
+
+### 
+
+
+
+
+