FAKEPCD: Fake Point Cloud Detection via Source Attribution

Author:

Qu Yiting1ORCID,Zhang Zhikun1ORCID,Shen Yun2ORCID,Backes Michael1ORCID,Zhang Yang1ORCID

Affiliation:

1. CISPA Helmholtz Center for Information Security, Saarbrücken, Germany

2. Netapp, Bristol, United Kingdom

Funder

European Health and Digital Executive Agency (HADEA)

Publisher

ACM

Reference59 articles.

1. https://github.com/flairNLP.

2. Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, and Bharath Hariharan. Learning Gradient Fields for Shape Generation. In European Conference on Computer Vision (ECCV), pages 364--381. Springer, 2020.

3. Yulong Cao, S Hrushikesh Bhupathiraju, Pirouz Naghavi, Takeshi Sugawara, Z Morley Mao, and Sara Rampazzi. You can't see me: physical removal attacks on lidar-based autonomous vehicles driving frameworks. In USENIX Security Symposium (Usenix Security'22), 2022.

4. Yulong Cao, Chaowei Xiao, Benjamin Cyr, Yimeng Zhou, Won Park, Sara Rampazzi, Qi Alfred Chen, Kevin Fu, and Z. Morley Mao. Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving. In ACM SIGSAC Conference on Computer and Communications Security (CCS), pages 2267--2281. ACM, 2019.

5. Angel X. Chang, Thomas A. Funkhouser, Leonidas J. Guibas, Pat Hanrahan, Qi-Xing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, and Fisher Yu. ShapeNet: An Information-Rich 3D Model Repository. CoRR abs/1512.03012, 2015.

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