Look at all the recent findings that have come to light regarding ShotSpotter law enforcement abuse [1] These systems, along with other image and object recognition projects are rife for false positives, bias, and garbage-in-garbage-out. They should in no way be considered trustworthy for criminal accusations let alone arrest.
As mentioned in the twitter thread, how does image hashing & recognition tools such as PhotoDNA handle adversarial attacks?[2][3]
As mentioned in the twitter thread, how does image hashing & recognition tools such as PhotoDNA handle adversarial attacks?[2][3]
[1] https://news.ycombinator.com/item?id=27959755
[2] https://news.mit.edu/2019/why-did-my-classifier-mistake-turt...
[3] https://towardsdatascience.com/black-box-attacks-on-perceptu...