DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems

Deep Neural Networks (DNNs) have been widely applied in many autonomous systems such as autonomous driving. Recently, DNN testing has been intensively studied to automatically generate adversarial examples, which inject small-magnitude perturbations into inputs to test DNNs under extreme situations....

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2018-12
Hauptverfasser:	Zhou, Husheng, Li, Wei, Zhu, Yuankun, Zhang, Yuqun, Yu, Bei, Zhang, Lingming, Liu, Cong
Format:	Artikel
Sprache:	eng
Schlagworte:	Billboards Digital imaging Driving conditions Neural networks Steering Weather
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!