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Agree, it seems to me that there's a sense in which this is a trivial issue; just throw more adversarial examples into the training set, and turn the crank unti
by theptip 9y ago
Agree, it seems to me that there's a sense in which this is a trivial issue; just throw more adversarial examples into the training set, and turn the crank until the classifier understands how to correctly handle those cases too.
There's also a sense in which this is extremely non-trivial; any agent (human or machine) can be subjected to adversarial attacks. They just look different right now, and our current systems are vulnerable to very simple ones.
It seems to me that improving an algorithm's resistance to adversarial attacks is much more feasible than improving a human's resistance to their own class of adversarial attacks.