Exploiting and Defending Against the Approximate Linearity of Apple's NeuralHash

Jagdeep Singh Bhatia, Kevin Meng

Perceptual hashes map images with identical semantic content to the same $n$-bit hash value, while mapping semantically-different images to different hashes. These algorithms carry…