AI Security for Geoscience and Remote Sensing: Challenges and Future Trends

19 December 2022

Papers citing "AI Security for Geoscience and Remote Sensing: Challenges and Future Trends"

20 / 20 papers shown

Title
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing Tao Bai Xingjian Tian Yonghao Xu B. Wen AAML 36 0 0 20 Jan 2025
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 28 0 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 32 4 0 31 May 2024
Elevator, Escalator or Neither? Classifying Pedestrian Conveyor State Using Inertial Navigation System Tianlang He Zhiqiu Xia S.-H. Gary Chan 24 0 0 06 May 2024
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images Chengxi Han Chen Wu Meiqi Hu Jiepan Li Hongruixuan Chen 42 19 0 22 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 40 11 0 13 Apr 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 24 4 0 30 Jan 2024
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models Weikang Yu Yonghao Xu Pedram Ghamisi 21 4 0 31 Jul 2023
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot L. Osco Qiusheng Wu Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos Jonathan Li J. M. Junior VLM 16 178 0 29 Jun 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
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image Classification Akshatha Mohan Joshua Peeples 24 4 0 06 Jun 2023
Can Deep Network Balance Copy-Move Forgery Detection and Distinguishment? Shizhen Chang 19 1 0 17 May 2023
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection Meiqi Hu Chen Wu L. Zhang 27 17 0 18 Apr 2023
Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images Xuxiang Sun Gong Cheng Lei Pei Hongda Li Junwei Han AAML 13 38 0 13 Feb 2023
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense Bo Peng Bo Peng Jie Zhou Jianyue Xie Li Liu AAML 38 43 0 11 Sep 2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal Patrick Ebel Yajin Xu M. Schmitt Xiaoxiang Zhu 38 86 0 24 Jan 2022
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo L. Zhang 179 387 0 24 Feb 2021
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao B. Wen Qian Wang AAML 71 473 0 02 Feb 2021
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 62 205 0 16 Mar 2020
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016