RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN

Huy Phan; Cong Shi; Yi Xie; Tianfang Zhang; Zhuohang Li; Tianming Zhao; Jian Liu; Yan Wang; Yingying Chen; Bo Yuan

doi:10.1007/978-3-031-19772-7_41

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN

Huy Phan
, Cong Shi
, Yi Xie
, Tianfang Zhang
, Zhuohang Li
, Tianming Zhao
, Jian Liu
, Yan Wang
, Yingying Chen
, Bo Yuan

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

Original language	English
Title of host publication	Computer Vision – ECCV 2022 - 17th European Conference, Proceedings
Editors	Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	708-724
Number of pages	17
ISBN (Print)	9783031197710
DOIs	https://doi.org/10.1007/978-3-031-19772-7_41
State	Published - 2022
Externally published	Yes
Event	17th European Conference on Computer Vision, ECCV 2022 - Tel Aviv, Israel Duration: Oct 23 2022 → Oct 27 2022

Publication series

Name	Lecture Notes in Computer Science
Volume	13664 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	17th European Conference on Computer Vision, ECCV 2022
Country/Territory	Israel
City	Tel Aviv
Period	10/23/22 → 10/27/22

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Backdoor attack
Deep neural networks
Model security

Access to Document

10.1007/978-3-031-19772-7_41

Cite this

Phan, H., Shi, C., Xie, Y., Zhang, T., Li, Z., Zhao, T., Liu, J., Wang, Y., Chen, Y., & Yuan, B. (2022). RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. In S. Avidan, G. Brostow, M. Cissé, G. M. Farinella, & T. Hassner (Eds.), Computer Vision – ECCV 2022 - 17th European Conference, Proceedings (pp. 708-724). (Lecture Notes in Computer Science; Vol. 13664 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-19772-7_41

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. / Phan, Huy; Shi, Cong; Xie, Yi et al.
Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. ed. / Shai Avidan; Gabriel Brostow; Moustapha Cissé; Giovanni Maria Farinella; Tal Hassner. Springer Science and Business Media Deutschland GmbH, 2022. p. 708-724 (Lecture Notes in Computer Science; Vol. 13664 LNCS).

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

Phan, H, Shi, C, Xie, Y, Zhang, T, Li, Z, Zhao, T, Liu, J, Wang, Y, Chen, Y & Yuan, B 2022, RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. in S Avidan, G Brostow, M Cissé, GM Farinella & T Hassner (eds), Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Lecture Notes in Computer Science, vol. 13664 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 708-724, 17th European Conference on Computer Vision, ECCV 2022, Tel Aviv, Israel, 10/23/22. https://doi.org/10.1007/978-3-031-19772-7_41

Phan H, Shi C, Xie Y, Zhang T, Li Z, Zhao T et al. RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. In Avidan S, Brostow G, Cissé M, Farinella GM, Hassner T, editors, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 708-724. (Lecture Notes in Computer Science). doi: 10.1007/978-3-031-19772-7_41

Phan, Huy ; Shi, Cong ; Xie, Yi et al. / RIBAC : Towards Robust and Imperceptible Backdoor Attack against Compact DNN. Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. editor / Shai Avidan ; Gabriel Brostow ; Moustapha Cissé ; Giovanni Maria Farinella ; Tal Hassner. Springer Science and Business Media Deutschland GmbH, 2022. pp. 708-724 (Lecture Notes in Computer Science).

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