Emerging Threats in Deep Learning-Based Autonomous Driving: A
Comprehensive Survey

Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey

19 October 2022

Papers citing "Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey"

12 / 12 papers shown

Title
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 67 291 0 31 May 2022
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei Han Hu Zhenda Xie Zheng-Wei Zhang Yue Cao Jianmin Bao Dong Chen B. Guo CLIP 76 109 0 27 May 2022
CLRNet: Cross Layer Refinement Network for Lane Detection Tu Zheng Yifei Huang Yang Liu Wenjian Tang Zheng Yang Deng Cai Xiaofei He 55 183 0 19 Mar 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 57 64 0 02 May 2021
Threats to Federated Learning: A Survey Lingjuan Lyu Han Yu Qiang Yang FedML 175 427 0 04 Mar 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 135 1,599 0 02 Feb 2020
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles S. Aradi 192 427 0 30 Jan 2020
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning Inaam Ilahi Muhammad Usama Junaid Qadir M. Janjua Ala I. Al-Fuqaha D. Hoang Dusit Niyato AAML 43 105 0 27 Jan 2020
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 126 159 0 10 Sep 2019
BirdNet: a 3D Object Detection Framework from LiDAR information Jorge Beltrán Carlos Guindel Francisco Miguel Moreno Daniel Cruzado F. García A. D. L. Escalera 3DPC 118 235 0 03 May 2018
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 134 422 0 16 Apr 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 247 5,361 0 08 Jul 2016