AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems. (arXiv:2303.01338v1 [cs.CV])

Vision-based perception modules are increasingly deployed in many
applications, especially autonomous vehicles and intelligent robots. These
modules are being used to acquire information about the surroundings and
identify obstacles. Hence, accurate detection and classification are essential
to reach appropriate decisions and take appropriate and safe actions at all
times. Current studies have demonstrated that "printed adversarial attacks",
known as physical adversarial attacks, can successfully mislead perception
models such as object detectors and image classifiers. However, most of these
physical attacks …

actions adversarial applications attack attacks autonomous autonomous vehicles camera classification current detection identify information modules physical robots safe smart studies systems vehicles