In particular, false positives with perceptual hashes are not because they are similar in semantic content but because they are similar in whatever features the

In particular, false positives with perceptual hashes are not because they are similar in semantic content but because they are similar in whatever features the neural network determined stay stable across transformations. Your fall colors landscape photo is just as liable to be a neural hash match as your college sweetheart’s nudes.