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"

21 / 21 papers shown

Title
SSD: A State-based Stealthy Backdoor Attack For Navigation System in UAV Route Planning Z. Wang Yang Li J. Zhang Xingshuo Han Kangbo Liu Lyu Yang yuan Zhou Tianwei Zhang Quan Pan AAML 58 0 0 27 Feb 2025
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning Avinandan Bose Laurent Lessard Maryam Fazel Krishnamurthy Dvijotham AAML 39 0 0 23 Feb 2025
Twin Trigger Generative Networks for Backdoor Attacks against Object Detection Zhiying Li Zhi Liu Guanggang Geng Shreyank N. Gowda Shuyuan Lin Jian Weng Xiaobo Jin AAML 65 0 0 23 Nov 2024
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing Dongliang Guo Mengxuan Hu Zihan Guan Junfeng Guo Thomas Hartvigsen Sheng R. Li AAML 26 0 0 23 Oct 2024
Discovering New Shadow Patterns for Black-Box Attacks on Lane Detection of Autonomous Vehicles Pedram MohajerAnsari Alkim Domeke Jan de Voor Arkajyoti Mitra Grace Johnson Amir Salarpour Habeeb Olufowobi Mohammad Hamad Mert D. Pesé AAML 20 1 0 26 Sep 2024
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions Haicheng Liao Haoyu Sun Huanming Shen Chengyue Wang Kahou Tam Chunlin Tian Li Li Chengzhong Xu Zhenning Li 21 5 0 25 Jul 2024
Certified Robustness to Data Poisoning in Gradient-Based Training Philip Sosnin Mark N. Müller Maximilian Baader Calvin Tsay Matthew Wicker AAML SILM 63 8 0 09 Jun 2024
Towards Robust Physical-world Backdoor Attacks on Lane Detection Xinwei Zhang Aishan Liu Tianyuan Zhang Siyuan Liang Xianglong Liu AAML 42 10 0 09 May 2024
Corrective Machine Unlearning Shashwat Goel Ameya Prabhu Philip H. S. Torr Ponnurangam Kumaraguru Amartya Sanyal OnRL 33 14 0 21 Feb 2024
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness David Fernández Llorca Ronan Hamon Henrik Junklewitz Kathrin Grosse Lars Kunze ... Nick Reed Alexandre Alahi Emilia Gómez Ignacio E. Sánchez Á. Kriston 40 5 0 21 Feb 2024
Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models Sze Jue Yang Chinh D. La Quang H. Nguyen Kok-Seng Wong Anh Tran Chee Seng Chan Khoa D. Doan AAML 13 0 0 06 Dec 2023
Towards more Practical Threat Models in Artificial Intelligence Security Kathrin Grosse L. Bieringer Tarek R. Besold Alexandre Alahi 16 9 0 16 Nov 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 14 11 0 21 Jun 2023
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers Ruotong Wang Hongrui Chen Zihao Zhu Li Liu Baoyuan Wu DiffM 17 11 0 01 Jun 2023
Adversarial Infrared Blocks: A Multi-view Black-box Attack to Thermal Infrared Detectors in Physical World Chen-Hao Hu Weiwen Shi Tingsong Jiang Wen Yao Ling Tian Xiaoqian Chen AAML 27 4 0 21 Apr 2023
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Shaohui Mei AAML 22 32 0 27 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 44 21 0 19 Feb 2023
Adversarial Neon Beam: A Light-based Physical Attack to DNNs Chen-Hao Hu Weiwen Shi Wen Li AAML 31 8 0 02 Apr 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 98 80 0 02 May 2021
Backdooring and Poisoning Neural Networks with Image-Scaling Attacks Erwin Quiring Konrad Rieck AAML 46 70 0 19 Mar 2020
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 185 274 0 06 Mar 2020