Figure 1. We propose a simple yet effective method for image obfuscation by blurring in latent space (i.e., DeepBlur). Comparing to existing methods (e.g., Gaussian blur, pixelation, masking, and adversarial noise), our approach preserves high perceptual quality while preventing unauthorized face recognition from both automatic systems and human adversaries.