notesum.ai

Published at November 22

TrojanEdit: Backdooring Text-Based Image Editing Models

cs.CR

Released Date: November 22, 2024

Authors: Ji Guo¹, Peihong Chen², Wenbo Jiang³, Guoming Lu¹

Aff.: ¹Laboratory Of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, China; ²School of Automation Engineering, University of Electronic Science and Technology of China, China; ³School of Computer Science and Engineering, University of Electronic Science and Technology of China, China

Arxiv: http://arxiv.org/abs/2411.14681v1

Method	Image		Style		Object		Average
Method	EAR(%) $\downarrow$	ASR(%) $\uparrow$	EAR(%) $\downarrow$	ASR(%) $\uparrow$	EAR(%) $\downarrow$	ASR(%) $\uparrow$	EAR(%) $\downarrow$	ASR(%) $\uparrow$
BadNet	2.50	95.00	0.00	93.00	5.00	75.50	2.50	87.83
Blend	15.00	82.00	7.00	59.50	22.50	51.00	14.83	64.17
Wanet	2.50	77.50	2.00	61.50	11.00	54.50	5.17	64.50
Refool	17.50	60.00	17.50	51.00	28.00	45.00	21.00	52.00
Color	30.00	52.50	20.00	53.50	33.50	46.50	27.83	50.83