KNN-Defense applies nearest-neighbor search in feature space to 3D point cloud classification, improving robustness to adversarial perturbations without retraining.
In: 2nd International Conference on Learning Representations, ICLR 2014 (2014)
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KNN-Defense: Defense against 3D Adversarial Point Clouds using Nearest-Neighbor Search
KNN-Defense applies nearest-neighbor search in feature space to 3D point cloud classification, improving robustness to adversarial perturbations without retraining.