On Physical Adversarial Patches for Object Detection

Fooling automated surveillance cameras: adversarial patches to attack person detection

Original

Thys, S., Ranst, W. V., and Goedemé, T · 1904

Earlier work this paper cites.

Microsoft COCO: common objects in context

Original

Lin, T., Maire, M., Belongie, S. J., Bourdev, L. D., Girshick, R. B., Hays, J., Perona, P., Ramanan, D., Dollár, P., and Zitnick, C. L · 2014

Earlier work this paper cites.

Accessorize to a crime: Real and stealthy attacks on state-of-the-art face recognition

Sharif, M., Bhagavatula, S., Bauer, L., and Reiter, M. K · 2016

Earlier work this paper cites.

Adversarial patch

Original

Brown, T. B., Mané, D., Roy, A., Abadi, M., and Gilmer, J · 2017

Earlier work this paper cites.

Adversarial machine learning at scale

Kurakin, A., Goodfellow, I., and Bengio, S · 2017

Earlier work this paper cites.

Towards deep learning models resistant to adversarial attacks

Madry, A., Makelov, A., Schmidt, L., Tsipras, D., and Vladu, A · 2017

Cited alongside, same era.

Adversarial examples for semantic segmentation and object detection

Original

Xie, C., Wang, J., Zhang, Z., Zhou, Y., Xie, L., and Yuille, A · 2017

Cited alongside, same era.

Synthesizing robust adversarial examples

Athalye, A., Engstrom, L., Ilyas, A., and Kwok, K · 2018

Cited alongside, same era.

Adversarial attacks on face detectors using neural net based constrained optimization

Original

Bose, A. J. and Aarabi, P · 2018

Cited alongside, same era.

Robust physical adversarial attack on faster R-CNN object detector

Original

Chen, S., Cornelius, C., Martin, J., and Chau, D. H · 2018

Cited alongside, same era.

Robust physical-world attacks on deep learning visual classification

Eykholt, K., Evtimov, I., Fernandes, E., Li, B., Rahmati, A., Xiao, C., Prakash, A., Kohno, T., and Song, D. X · 2018

Later among the works it cites.

Adversarial examples in the physical world

Kurakin, A., Goodfellow, I. J., and Bengio, S · 2018

Later among the works it cites.

Dpatch: Attacking object detectors with adversarial patches

Original

Liu, X., Yang, H., Song, L., Li, H., and Chen, Y · 2018

Later among the works it cites.

Yolov3: An incremental improvement

Original

Redmon, J. and Farhadi, A · 2018

Later among the works it cites.

Adversarial generative nets: Neural network attacks on state-of-the-art face recognition

Original

Sharif, M., Bhagavatula, S., Bauer, L., and Reiter, M. K · 2018

Later among the works it cites.