NCCR, the change in neuron activations under random perturbation, is introduced as a robustness metric and used to flag adversarial examples and backdoor triggers.
Towards evaluating the robustness of neural networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
NCCR: to Evaluate the Robustness of Neural Networks and Adversarial Examples
NCCR, the change in neuron activations under random perturbation, is introduced as a robustness metric and used to flag adversarial examples and backdoor triggers.