Eroding Trust In Aerial Imagery: Comprehensive Analysis and Evaluation Of Adversarial Attacks In Geospatial Systems

被引：0
|
作者：
Lanier, Michael [1 ]
Dhakal, Aayush [1 ]
Xiong, Zhexiao [1 ]
Li, Arthur [1 ]
Jacobs, Nathan [1 ]
Vorobeychik, Yevgeniy [1 ]
机构：
[1] Department of Computer Science & Engineering, Washington University, St. Louis, United States
来源：
arXiv | 2023年
关键词：
Engineering Village;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Aerial imagery - Analysis and evaluation - Comprehensive analysis - Comprehensive evaluation - Critical operations - Geo-spatial - High quality - Potential risks - Remote sensing system - Trojans
引用
收藏
相关论文
共 50 条
  • [1] Physical Adversarial Attacks on an Aerial Imagery Object Detector
    Du, Andrew
    Chen, Bo
    Chin, Tat-Jun
    Law, Yee Wei
    Sasdelli, Michele
    Rajasegaran, Ramesh
    Campbell, Dillon
    2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), 2022, : 3798 - 3808
  • [2] Adversarial patch attacks against aerial imagery object detectors
    Tang, Guijian
    Jiang, Tingsong
    Zhou, Weien
    Li, Chao
    Yao, Wen
    Zhao, Yong
    NEUROCOMPUTING, 2023, 537 : 128 - 140
  • [3] From Pixel to Peril: Investigating Adversarial Attacks on Aerial Imagery Through Comprehensive Review and Prospective Trajectories
    Kazmi, Syed M. Kazam Abbas
    Aafaq, Nayyer
    Khan, Mansoor Ahmed
    Khalil, Mohsin
    Saleem, Ammar
    IEEE ACCESS, 2023, 11 : 81256 - 81278
  • [4] A Comprehensive Risk Analysis Method for Adversarial Attacks on Biometric Authentication Systems
    Park, Seong Hee
    Lee, Soo-Hyun
    Lim, Min Young
    Hong, Pyo Min
    Lee, Youn Kyu
    IEEE ACCESS, 2024, 12 : 116693 - 116710
  • [5] Evaluation of synthetic aerial imagery using unconditional generative adversarial networks
    Yates, Matthew
    Hart, Glen
    Houghton, Robert
    Torres, Mercedes Torres
    Pound, Michael
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2022, 190 : 231 - 251
  • [6] Adversarial patch-based false positive creation attacks against aerial imagery object detectors
    Tang, Guijian
    Yao, Wen
    Jiang, Tingsong
    Zhao, Yong
    Sun, Jialiang
    NEUROCOMPUTING, 2024, 579
  • [7] Black-box adversarial patch attacks using differential evolution against aerial imagery object detectors
    Tang, Guijian
    Yao, Wen
    Li, Chao
    Jiang, Tingsong
    Yang, Shaowu
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 137
  • [8] Automated measurement of eroding streambank volume from high-resolution aerial imagery and terrain analysis
    Williams, Forrest
    Moore, Peter
    Isenhart, Thomas
    Tomer, Mark
    GEOMORPHOLOGY, 2020, 367
  • [9] Comprehensive Evaluation of Deepfake Detection Models: Accuracy, Generalization, and Resilience to Adversarial Attacks
    Abbasi, Maryam
    Vaz, Paulo
    Silva, Jose
    Martins, Pedro
    APPLIED SCIENCES-BASEL, 2025, 15 (03):
  • [10] Analysis and Design of Stealthy Cyber Attacks on Unmanned Aerial Systems
    Kwon, Cheolhyeon
    Liu, Weiyi
    Hwang, Inseok
    JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2014, 11 (08): : 525 - 539
12345