alt text  Bowen Peng (彭渤文)
Ph.D Candidate

College of Electronic Science and Technology, National University of Defense Technology (NUDT)
Location: 109 Deya Road, Kaifu District, Changsha, Hunan, China
Education | Interest | News | Publications | Services | Awards

Email: pbow16@nudt.edu.cn, scenarri@gmail.com
[CV] [GitHub] [Google Scholar] [ORCID]

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Education

I am currently pursuing the Ph.D degree in Information & Communication Engineering at the Comprehensive Situation Awareness Group, College of Electronic Science and Technology, NUDT, fortunately supervised by Prof. Xiang Li and Prof. Li Liu. I received my M. Eng. (Supervisor: Prof. Shaowei Yong, Associate Prof. Bo Peng, and Prof. Li Liu) and B. Eng. degrees at NUDT, in 2022 and 2020, respectively.

Research Interest

My research interests include computer vision, adversarial machine learning, remote sensing image recognition (especially SAR imagery), and multimodal foundation models for remote sensing. Currently, I focus on:

News


Publications

Selected Publications

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR
Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu†
ISPRS Journal of Photogrammetry and Remote Sensing, 2024
[Link] [Code]

Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition
Bowen Peng, Jianyue Xie, Bo Peng†, Li Liu
IEEE Geoscience and Remote Sensing Letters, 2023
[Link]

Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense
Bowen Peng, Bo Peng†, Jie Zhou, Jianyue Xie, Li Liu†
IEEE Transactions on Geoscience and Remote Sensing, 2022
[Link] [Code]

Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition
Bowen Peng, Bo Peng†, Jie Zhou, Jingyuan Xia, Li Liu
IEEE Geoscience and Remote Sensing Letters, 2022
[Link] [Code]

An Empirical Study of Fully Black-Box and Universal Adversarial Attack for SAR Target Recognition
Bowen Peng, Bo Peng†, Shaowei Yong, Li Liu
Remote Sensing, 2022
[Link]

Master's Thesis

Research on Adversarial Attack Algorithms for Intelligent Recognition of Radar Targets
Bowen Peng, M. Eng. in Electronic Information, NUDT, China, 2022
[Link]


Academic Service

I currently serve as a voluntary reviewer for

Honors and Awards