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Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving

2 March 2022

Jiwei Li

Papers citing "Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving"

32 / 32 papers shown

Title
FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition Shuai Yuan Guowen Xu Hongwei Li Rui Zhang Xinyuan Qian Wenbo Jiang Hangcheng Cao Qingchuan Zhao AAML 89 0 0 17 May 2025
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View Yuan Xu Xingshuo Han Gelei Deng Jiwei Li Yang Liu Tianwei Zhang AAML 49 20 0 10 May 2022
Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes Dongkwon Jin Won-Kyue Park Seong-Gyun Jeong Heeyeon Kwon Chang-Su Kim 112 55 0 29 Mar 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels Leilei Gan Jiwei Li Tianwei Zhang Xiaoya Li Yuxian Meng Leilei Gan Yi Yang Shangwei Guo Chun Fan AAML SILM 81 79 0 15 Nov 2021
Backdoor Pre-trained Models Can Transfer to All Lujia Shen S. Ji Xuhong Zhang Jinfeng Li Jing Chen Jie Shi Chengfang Fang Jianwei Yin Ting Wang AAML SILM 77 129 0 30 Oct 2021
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models Kangjie Chen Yuxian Meng Xiaofei Sun Shangwei Guo Tianwei Zhang Jiwei Li Chun Fan SILM 71 110 0 06 Oct 2021
Discriminator-Free Generative Adversarial Attack Shaohao Lu Yuqiao Xian Ke Yan Yi Hu Xing Sun Xiaowei Guo Feiyue Huang Weishi Zheng AAML GAN 50 20 0 20 Jul 2021
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Lizhe Liu Xiaohao Chen Siyu Zhu Ping Tan 69 242 0 11 May 2021
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World Mingfu Xue Can He Shichang Sun Jian Wang Weiqiang Liu AAML 76 44 0 15 Apr 2021
Model-Agnostic Defense for Lane Detection against Adversarial Attack Henry Xu An Ju David Wagner AAML 42 6 0 01 Mar 2021
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation Han Qiu Yi Zeng Shangwei Guo Tianwei Zhang Meikang Qiu B. Thuraisingham AAML 73 191 0 13 Dec 2020
Invisible Backdoor Attack with Sample-Specific Triggers Yuezun Li Yiming Li Baoyuan Wu Longkang Li Ran He Siwei Lyu AAML DiffM 85 483 0 07 Dec 2020
Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection Lucas Tabelini Rodrigo Berriel T. M. Paixão C. Badue Alberto F. de Souza Thiago Oliveira-Santos 87 335 0 22 Oct 2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems Haoliang Li Yufei Wang Xiaofei Xie Yang Liu Shiqi Wang Renjie Wan Lap-Pui Chau City University of Hong Kong AAML 48 33 0 15 Sep 2020
RESA: Recurrent Feature-Shift Aggregator for Lane Detection Tu Zheng Haoyang Fang Yi Zhang Wenjian Tang Zheng Yang Haifeng Liu Deng Cai 110 264 0 31 Aug 2020
Towards Lightweight Lane Detection by Optimizing Spatial Embedding Seokwoo Jung Sungha Choi Mohammad Azam Khan Jaegul Choo 25 16 0 19 Aug 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 122 604 0 17 Jul 2020
Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks Yunfei Liu Xingjun Ma James Bailey Feng Lu AAML 96 513 0 05 Jul 2020
Backdoor Attacks Against Deep Learning Systems in the Physical World Emily Wenger Josephine Passananti A. Bhagoji Yuanshun Yao Haitao Zheng Ben Y. Zhao AAML 67 200 0 25 Jun 2020
Blind Backdoors in Deep Learning Models Eugene Bagdasaryan Vitaly Shmatikov AAML FedML SILM 107 304 0 08 May 2020
Ultra Fast Structure-aware Deep Lane Detection Zequn Qin Huanyu Wang Xi Li 41 423 0 24 Apr 2020
PolyLaneNet: Lane Estimation via Deep Polynomial Regression Lucas Tabelini Rodrigo Berriel T. M. Paixão C. Badue Alberto F. de Souza Thiago Oliveira-Santos 86 270 0 23 Apr 2020
Backdooring and Poisoning Neural Networks with Image-Scaling Attacks Erwin Quiring Konrad Rieck AAML 77 72 0 19 Mar 2020
Amora: Black-box Adversarial Morphing Attack Run Wang Felix Juefei Xu Qing Guo Yihao Huang Xiaofei Xie Lei Ma Yang Liu AAML 36 46 0 09 Dec 2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation Yuenan Hou Zheng Ma Chunxiao Liu Chen Change Loy 68 557 0 02 Aug 2019
Black-box Adversarial Attacks on Video Recognition Models Linxi Jiang Xingjun Ma Shaoxiang Chen James Bailey Yu-Gang Jiang AAML MLAU 45 147 0 10 Apr 2019
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks Yansong Gao Chang Xu Derui Wang Shiping Chen Damith C. Ranasinghe Surya Nepal AAML 77 809 0 18 Feb 2019
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks Kang Liu Brendan Dolan-Gavitt S. Garg AAML 66 1,033 0 30 May 2018
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks Ali Shafahi Wenjie Huang Mahyar Najibi Octavian Suciu Christoph Studer Tudor Dumitras Tom Goldstein AAML 86 1,090 0 03 Apr 2018
Spatial As Deep: Spatial CNN for Traffic Scene Understanding Xingang Pan Jianping Shi Ping Luo Xiaogang Wang Xiaoou Tang 3DPC 150 988 0 17 Dec 2017
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu Basel Alomair AAML SILM 143 1,840 0 15 Dec 2017
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain Tianyu Gu Brendan Dolan-Gavitt S. Garg SILM 127 1,772 0 22 Aug 2017