Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches

11 July 2022

Papers citing "Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches"

46 / 46 papers shown

Title
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 119 3 0 20 Nov 2023
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 70 100 0 12 Aug 2021
Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks Yulong Cao* Ningfei Wang* Chaowei Xiao Dawei Yang Jin Fang Ruigang Yang Qi Alfred Chen Mingyan D. Liu Yue Liu AAML 86 223 0 17 Jun 2021
Single Image Depth Prediction with Wavelet Decomposition Michael Ramamonjisoa Michael Firman Jamie Watson Vincent Lepetit Daniyar Turmukhambetov MDE 76 55 0 03 Jun 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 74 270 0 29 Apr 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 78 133 0 18 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 50 173 0 16 Mar 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dongfang Liu Yiming Cui Liqi Yan Christos Mousas B. Yang Yingjie Chen 142 126 0 04 Dec 2020
MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera Felix Wimbauer Nan Yang Lukas von Stumberg Niclas Zeller Daniel Cremers MDE 46 86 0 24 Nov 2020
LM-Reloc: Levenberg-Marquardt Based Direct Visual Relocalization Lukas von Stumberg Patrick Wenzel Nan Yang Daniel Cremers 48 34 0 13 Oct 2020
Adversarial Patch Attacks on Monocular Depth Estimation Networks Koichiro Yamanaka R. Matsumoto Keita Takahashi T. Fujii GAN AAML MDE 43 36 0 06 Oct 2020
Bidirectional Attention Network for Monocular Depth Estimation Shubhra Aich Jean M. Uwabeza Vianney Md. Amirul Islam Mannat Kaur Bingbing Liu MDE 69 75 0 01 Sep 2020
Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing (Extended Version) Junjie Shen Jun Yeon Won Zeyuan Chen Qi Alfred Chen AAML 82 124 0 18 Jun 2020
Targeted Adversarial Perturbations for Monocular Depth Prediction A. Wong Safa Cicek Stefano Soatto AAML MDE 53 44 0 12 Jun 2020
Monocular Depth Estimators: Vulnerabilities and Attacks Alwyn Mathew Aditya Patra Jimson Mathew AAML MDE 42 9 0 28 May 2020
Adversarial Training against Location-Optimized Adversarial Patches Sukrut Rao David Stutz Bernt Schiele AAML 62 92 0 05 May 2020
Adversarial Attacks on Monocular Depth Estimation Ziqi Zhang Xinge Zhu Yingwei Li Xiangqun Chen Yao Guo AAML MDE 69 25 0 23 Mar 2020
Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles Ranjie Duan Xingjun Ma Yisen Wang James Bailey •. A. K. Qin Yun Yang AAML 197 226 0 08 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 83 378 0 02 Mar 2020
Attacking Optical Flow Anurag Ranjan J. Janai Andreas Geiger Michael J. Black AAML 3DPC 69 87 0 22 Oct 2019
Self-Supervised Monocular Depth Hints Jamie Watson Michael Firman Gabriel J. Brostow Daniyar Turmukhambetov SSL MDE 88 251 0 19 Sep 2019
AdvHat: Real-world adversarial attack on ArcFace Face ID system Stepan Alekseevich Komkov Aleksandr Petiushko AAML CVBM 55 285 0 23 Aug 2019
Characterizing Attacks on Deep Reinforcement Learning Xinlei Pan Chaowei Xiao Warren He Shuang Yang Jian Peng ... Jinfeng Yi Zijiang Yang Mingyan D. Liu Yue Liu Basel Alomair AAML 54 70 0 21 Jul 2019
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving Yulong Cao Chaowei Xiao Benjamin Cyr Yimeng Zhou Wonseok Park Sara Rampazzi Qi Alfred Chen Kevin Fu Z. Morley Mao AAML 49 539 0 16 Jul 2019
SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing Haonan Qiu Chaowei Xiao Lei Yang Xinchen Yan Honglak Lee Yue Liu AAML 69 171 0 19 Jun 2019
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking Yunhan Jia Yantao Lu Junjie Shen Qi Alfred Chen Zhenyu Zhong Tao Wei AAML VOT 66 33 0 27 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 79 648 0 06 May 2019
Fooling automated surveillance cameras: adversarial patches to attack person detection Simen Thys W. V. Ranst Toon Goedemé AAML 107 569 0 18 Apr 2019
Defending against Whitebox Adversarial Attacks via Randomized Discretization Yuchen Zhang Percy Liang AAML 76 75 0 25 Mar 2019
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving Yan Wang Wei-Lun Chao Divyansh Garg Bharath Hariharan M. Campbell Kilian Q. Weinberger 3DPC 110 999 0 18 Dec 2018
PointPillars: Fast Encoders for Object Detection from Point Clouds Alex H. Lang Sourabh Vora Holger Caesar Lubing Zhou Jiong Yang Oscar Beijbom 3DPC 75 3,447 0 14 Dec 2018
Physical Adversarial Examples for Object Detectors Kevin Eykholt Ivan Evtimov Earlence Fernandes Yue Liu Amir Rahmati Florian Tramèr Atul Prakash Tadayoshi Kohno Basel Alomair AAML 92 469 0 20 Jul 2018
Injected and Delivered: Fabricating Implicit Control over Actuation Systems by Spoofing Inertial Sensors Yazhou Tu Zhiqiang Lin Insup Lee X. Hei 52 110 0 20 Jun 2018
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 204 428 0 16 Apr 2018
Spatially Transformed Adversarial Examples Chaowei Xiao Jun-Yan Zhu Yue Liu Warren He M. Liu Basel Alomair AAML 76 523 0 08 Jan 2018
Generating Adversarial Examples with Adversarial Networks Chaowei Xiao Yue Liu Jun-Yan Zhu Warren He M. Liu Basel Alomair GAN AAML 115 899 0 08 Jan 2018
Adversarial Patch Tom B. Brown Dandelion Mané Aurko Roy Martín Abadi Justin Gilmer AAML 78 1,094 0 27 Dec 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 310 12,069 0 19 Jun 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 48 1,208 0 25 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 91 1,367 0 18 May 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks Weilin Xu David Evans Yanjun Qi AAML 85 1,269 0 04 Apr 2017
Deep Photo Style Transfer Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala GAN 90 686 0 22 Mar 2017
A study of the effect of JPG compression on adversarial images Gintare Karolina Dziugaite Zoubin Ghahramani Daniel M. Roy AAML 86 534 0 02 Aug 2016
The Limitations of Deep Learning in Adversarial Settings Nicolas Papernot Patrick McDaniel S. Jha Matt Fredrikson Z. Berkay Celik A. Swami AAML 112 3,962 0 24 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014