Universal Adversarial Examples in Remote Sensing: Methodology and
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Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark

IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022

14 February 2022

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Papers citing "Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark"

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Title
Towards Adversarial Training under Hyperspectral Images Weihua Zhang Chengze Jiang Jie Gui Lu Dong AAML 88 0 0 01 Oct 2025
Generating Transferrable Adversarial Examples via Local Mixing and Logits Optimization for Remote Sensing Object Recognition Chun Liu Hailong Wang Bingqian Zhu Panpan Ding Zheng Zheng Tao Xu Zhigang Han Jiayao Wang AAML 100 0 0 09 Sep 2025
Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Weighted Intermediate Feature Divergence Chun Liu Bingqian Zhu Tao Xu Zheng Zheng Ruoyao Xiao Wei Yang Zhigang Han Jiayao Wang 242 0 0 12 Jun 2025
On the Adversarial Vulnerabilities of Transfer Learning in Remote SensingIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Tao Bai Xingjian Tian Yonghao Xu Bihan Wen AAML 227 0 0 20 Jan 2025
Texture- and Shape-based Adversarial Attacks for Overhead Image Vehicle DetectionInternational Conference on Information Photonics (ICIP), 2024 Mikael Yeghiazaryan Sai Abhishek Siddhartha Namburu Emily Kim Stanislav Panev Celso de Melo Brent Lance Fernando de la Torre AAML 310 0 0 20 Dec 2024
Cloud Adversarial Example Generation for Remote Sensing Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 150 5 0 21 Sep 2024
Responsible AI for Earth Observation Pedram Ghamisi Weikang Yu Andrea Marinoni C. Gevaert Claudio Persello ... Benjamin P. Horton Philippe Rufin P. Hostert Fabio Pacifici Peter M. Atkinson 161 7 0 31 May 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 228 38 0 07 May 2024
Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR Bowen Peng Bo Peng Jingyuan Xia Tianpeng Liu Yongxiang Liu Li Liu AAML 130 15 0 30 Jan 2024
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model A. Sebaq Mohamed ElHelw DiffM 220 43 0 03 Sep 2023
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion ModelsInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023 Weikang Yu Yonghao Xu Pedram Ghamisi 219 8 0 31 Jul 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and BenchmarkingJournal of remote sensing (JRS), 2023 Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 278 13 0 21 Jun 2023
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical WorldIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Shaohui Mei AAML 233 46 0 27 Feb 2023
AI Security for Geoscience and Remote Sensing: Challenges and Future TrendsIEEE Geoscience and Remote Sensing Magazine (GRSM), 2022 Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 248 60 0 19 Dec 2022
Backdoor Attacks for Remote Sensing Data with Wavelet TransformIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 129 17 0 15 Nov 2022
Benchmarking Adversarial Patch Against Aerial DetectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Jiawei Lian Shaohui Mei Shun Zhang Mingyang Ma AAML 143 83 0 30 Oct 2022
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and DefenseIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Bo Peng Bo Peng Jie Zhou Jianyue Xie Li Liu AAML 152 63 0 11 Sep 2022
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield NetworksIEEE Transactions on Image Processing (IEEE TIP), 2022 Yonghao Xu Weikang Yu Pedram Ghamisi Michael K Kopp Sepp Hochreiter 162 49 0 08 Aug 2022
Universal adversarial perturbation for remote sensing imagesIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022 Qingyu Wang Jin Tang Z. Yin Bin Luo AAML 143 6 0 22 Feb 2022