3 ms·
I’ve mentioned this before but a median filter would nuke the single outlying pixel without too much of an effect on the input image. Is there an attack that ca
by knolan 9y ago
I’ve mentioned this before but a median filter would nuke the single outlying pixel without too much of an effect on the input image. Is there an attack that can get past such a basic preprocessing step?
- deleted 9y ago[deleted]
- wepple 9y agoThis is interesting. I guess then you’d want to focus not on a single pixel but a collection that will still retain some value once filtered. It would be an interesting experiment.
- chillee 9y agoAssuming you're talking about adversarial examples in general (a one pixel attack would definitely be stopped by a median filter), yes. Median filters, gaussian filters, gaussian noise, all don't provide significant barriers against attack.