EVD4UAV: Altitude-Sensitive Benchmark for Evading Vehicle Detection in UAV

The author introduces the EVD4UAV dataset as an altitude-sensitive benchmark to evade vehicle detection in UAV images, highlighting the importance of diverse altitudes and fine-grained annotations. The study aims to assess the vulnerability of object detection models to adversarial attacks at varying altitudes.