一、个人基本信息

范林坤，男，1995年12月生，河南周口人，工学博士，助理教授，个人网站www.aisecuritylab.cn

二、研究方向

人工智能安全，对抗攻防，后门攻防

三维几何学习

多模态学习，生成式人工智能

视觉SLAM

三、代表性研究成果

[1] Linkun Fan, Fazhi He, Tongzhen Si, Wei Tang, Bing Li. Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2024, 38(19): 21072-21080. CCF A.

[2] Linkun Fan, Fazhi He, Tongzhen Si, Rubin Fan, Chuanlong Ye, Bing Li, "MBA: Backdoor Attacks Against 3D Mesh Classifier," in IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2127-2142, 2024, doi: 10.1109/TIFS.2023.3346644. CCF A.

[3] Linkun Fan, Fazhi He, Song Y, H Xu, Bing Li. ‘Look Inside 3D Point Cloud Deep Neural Network by Patch-wise Saliency Map. Integrated Computer-Aided Engineering. 1 Jan. 2024: 197–212. 中科院二区.

[4] Linkun Fan, Caiyun Wu, Fazhi He, Bo Fan, Yaqian Liang. Delaunay meshes simplification with multi‐objective optimisation and fine tuning[J]. IET Collaborative Intelligent Manufacturing, 2023, 5(4): e12088. JCR一区.

[4] H Xu, Fazhi He, Linkun Fan, Junwei Bai. D3AdvM: A direct 3D adversarial sample attack inside mesh data[J]. Computer Aided Geometric Design, 2022, 97: 102122. CCF B.

四、联系方式

flinkun@henu.edu.cn