MORPHING backdoor attack method and in the wild test dataset
Trigger activates Keep Left signs to be detected as invisible.
Trigger activates Speed limit 80km/h signs to be detected as invisible.
Trigger activates Giveway signs to be detected as invisible.
Trigger activates T-Junction signs to be detected as invisible.
Trigger activates STOP signs to be detected as invisible.
Trigger activates Turning Right signs to be detected as invisible.
If you use this dataset, please cite us as follows
Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier De Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, and Damith C. Ranasinghe. "On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World," In Annual Computer Security Applications Conference (ACSAC), 2024.
@inproceedings{doan2024physical,
title={On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World}, author={Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier De Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, and Damith C. Ranasinghe}, year = {2024}, booktitle = {Proceedings of the Annual Computer Security Applications Conference {ACSAC}}, location = {Waikiki, Hawaii, USA}}
@inproceedings{doan2024physical, title={On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World}, author={Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier De Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, and Damith C. Ranasinghe}, year = {2024}, booktitle = {Proceedings of the Annual Computer Security Applications Conference {ACSAC}}, location = {Waikiki, Hawaii, USA}
