Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks

Robust Feature-Guided Generative Adversarial Network for Aerial Image Semantic Segmentation against Backdoor Attacks

Profiting from the powerful feature extraction and representation capabilities of deep learning (DL), aerial image semantic segmentation based on deep neural networks (DNNs) has achieved remarkable success in recent years. Nevertheless, the security and robustness of DNNs deserve attention when deal...

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Bibliografski detalji
Glavni autori: Zhen Wang, Buhong Wang, Chuanlei Zhang, Yaohui Liu, Jianxin Guo
Format: Članak
Jezik:English
Izdano: MDPI AG 2023-05-01
Serija:Remote Sensing
Teme:
aerial images
semantic segmentation
deep neural networks (DNNs)
adversarial machine learning (AML)
backdoor attack
robust feature extraction
Online pristup:https://www.mdpi.com/2072-4292/15/10/2580

Internet

https://www.mdpi.com/2072-4292/15/10/2580

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