Yilan Li

Weighted Average Precision: Adversarial Example Detection in the Visual Perception of Autonomous Vehicles

2020 · arXiv (Cornell University)

Recent works have shown that neural networks are vulnerable to carefully crafted adversarial examples (AE). By adding small perturbations to input images, AEs are able to make the victim model predicts incorrect outputs. Several research …