Approximate Feature Collisions in Neural Nets

Ke Li, Tianhao Zhang, Jitendra Malik

Neural Information Processing Systems 

Work on adversarial examples has shown that neural nets are surprisingly sensitive to adversarially chosen changes of small magnitude.

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