Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving

Ce Zhou; Qiben Yan; Sijia Liu

doi:10.1007/978-3-031-93354-7_12

Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving

Ce Zhou
, Qiben Yan
, Sijia Liu

Michigan State University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings
Editors	Xiali Hei, Luis Garcia, Taegyu Kim, Kyungtae Kim
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	259-278
Number of pages	20
ISBN (Print)	9783031933530
DOIs	https://doi.org/10.1007/978-3-031-93354-7_12
State	Published - 2025
Externally published	Yes
Event	2nd EAI International Conference on Security and Privacy in Cyber-Physical Systems and Smart Vehicles, SmartSP 2024 - New Orleans, United States Duration: Nov 7 2024 → Nov 8 2024

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume	622 LNICST
ISSN (Print)	1867-8211
ISSN (Electronic)	1867-822X

Conference

Conference	2nd EAI International Conference on Security and Privacy in Cyber-Physical Systems and Smart Vehicles, SmartSP 2024
Country/Territory	United States
City	New Orleans
Period	11/7/24 → 11/8/24

ASJC Scopus Subject Areas

Computer Networks and Communications

Keywords

3D projection attack
Adverarial patch
Autonmous driving
Object detection

Access to Document

10.1007/978-3-031-93354-7_12

Cite this

Zhou, C., Yan, Q., & Liu, S. (2025). Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving. In X. Hei, L. Garcia, T. Kim, & K. Kim (Eds.), Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings (pp. 259-278). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 622 LNICST). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-93354-7_12

Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving. / Zhou, Ce; Yan, Qiben; Liu, Sijia.
Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings. ed. / Xiali Hei; Luis Garcia; Taegyu Kim; Kyungtae Kim. Springer Science and Business Media Deutschland GmbH, 2025. p. 259-278 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 622 LNICST).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhou, C, Yan, Q & Liu, S 2025, Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving. in X Hei, L Garcia, T Kim & K Kim (eds), Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, vol. 622 LNICST, Springer Science and Business Media Deutschland GmbH, pp. 259-278, 2nd EAI International Conference on Security and Privacy in Cyber-Physical Systems and Smart Vehicles, SmartSP 2024, New Orleans, United States, 11/7/24. https://doi.org/10.1007/978-3-031-93354-7_12

Zhou C, Yan Q, Liu S. Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving. In Hei X, Garcia L, Kim T, Kim K, editors, Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. 2025. p. 259-278. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST). doi: 10.1007/978-3-031-93354-7_12

Zhou, Ce ; Yan, Qiben ; Liu, Sijia. / Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving. Security and Privacy in Cyber-Physical Systems and Smart Vehicles - 2nd EAI International Conference, SmartSP 2024, Proceedings. editor / Xiali Hei ; Luis Garcia ; Taegyu Kim ; Kyungtae Kim. Springer Science and Business Media Deutschland GmbH, 2025. pp. 259-278 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST).

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