no code implementations • 24 Apr 2024 • Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee
Latency attacks against object detection represent a variant of adversarial attacks that aim to inflate the inference time by generating additional ghost objects in a target image.
no code implementations • 11 Apr 2023 • Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee
Our method is based on a newly formulated optimization problem and a novel technique, called spatial attention, to increase the inference time of object detection.
1 code implementation • 3 Nov 2021 • Erh-Chung Chen, Che-Rung Lee
Despite the popularity of neural network models, a significant gap exists between the natural and robust accuracy of these models.