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Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks
28 August 2024
Oscar Chew
Po-Yi Lu
Jayden Lin
Hsuan-Tien Lin
AAML
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Papers citing
"Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks"
5 / 5 papers shown
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Kang Wei
Xin Yuan
Fushuo Huo
Chuan Ma
Long Yuan
S. Li
Ming Ding
Dacheng Tao
DiffM
MedIm
273
1
0
25 Sep 2025
Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models
Haoran Dai
Jiawen Wang
Ruo Yang
Manali Sharma
Zhonghao Liao
Yuan Hong
Binghui Wang
AAML
141
2
0
03 Aug 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning on Diffusion Model
Weilin Lin
Nanjun Zhou
Yijiao Wang
Jianze Li
Hui Xiong
Li Liu
AAML
DiffM
1.1K
3
0
17 Feb 2025
CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks
Zhixiang Guo
Yaning Tan
Aishan Liu
Dacheng Tao
AAML
499
4
0
02 Dec 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey
Yi Zhang
Zhen Chen
Chih-Hong Cheng
Wenjie Ruan
Xiaowei Huang
Dezong Zhao
David Flynn
Siddartha Khastgir
Xingyu Zhao
MedIm
551
7
0
26 Sep 2024
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