SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation

SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation

6 August 2023

Muhammad Abdullah Hanif

Muhammad Shafique

Papers citing "SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation"

11 / 11 papers shown

Title
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 31 0 0 01 Mar 2025
Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous Vehicles Amira Guesmi Muhammad Shafique AAML 33 1 0 30 Sep 2024
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Yongsu Kim Howon Kim AAML 21 0 0 27 Aug 2024
Physical Adversarial Attack on Monocular Depth Estimation via Shape-Varying Patches Chenxing Zhao Yang Li Shihao. Wu Wenyi Tan Shuangju Zhou Quanbiao Pan MDE AAML 27 0 0 24 Jul 2024
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving Junhao Zheng Chenhao Lin Jiahao Sun Zhengyu Zhao Qian Li Chao Shen 24 18 0 26 Mar 2024
SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications Amira Guesmi Muhammad Abdullah Hanif Ihsen Alouani B. Ouni Muhammad Shafique AAML MDE 31 5 0 18 Mar 2024
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks Nandish Chattopadhyay Amira Guesmi Muhammad Shafique AAML 19 2 0 09 Feb 2024
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 23 21 0 11 Aug 2023
AdvART: Adversarial Art for Camouflaged Object Detection Attacks Amira Guesmi Ioan Marius Bilasco Muhammad Shafique Ihsen Alouani GAN AAML 34 20 0 03 Mar 2023
APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation Amira Guesmi Muhammad Abdullah Hanif Ihsen Alouani Muhammad Shafique AAML 25 9 0 02 Mar 2023
Image Masking for Robust Self-Supervised Monocular Depth Estimation Hemang Chawla Kishaan Jeeveswaran Elahe Arani Bahram Zonooz MDE 38 7 0 05 Oct 2022