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2303.15180
Cited By
Detecting Backdoors in Pre-trained Encoders
Computer Vision and Pattern Recognition (CVPR), 2023
23 March 2023
Shiwei Feng
Guanhong Tao
Shuyang Cheng
Guangyu Shen
Xiangzhe Xu
Yingqi Liu
Kaiyuan Zhang
Shiqing Ma
Xiangyu Zhang
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Papers citing
"Detecting Backdoors in Pre-trained Encoders"
41 / 41 papers shown
Assimilation Matters: Model-level Backdoor Detection in Vision-Language Pretrained Models
Z. Wang
Jie M. Zhang
Shiguang Shan
Xilin Chen
AAML
362
0
0
29 Nov 2025
Backdoor Unlearning by Linear Task Decomposition
Amel Abdelraheem
Alessandro Favero
Gérôme Bovet
Pascal Frossard
AAML
MU
201
0
0
16 Oct 2025
TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models
Zhifang Zhang
Qiqi Tao
Jiaqi Lv
Na Zhao
Bingquan Shen
Joey Tianyi Zhou
137
0
0
29 Sep 2025
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment
Tong Zhang
Kuofeng Gao
Jiawang Bai
Leo Yu Zhang
Xin Yin
Zonghui Wang
Shouling Ji
Wenzhi Chen
156
1
0
23 Sep 2025
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
Xuan Chen
Shiwei Feng
Zikang Xiong
Shengwei An
Yunshu Mao
Lu Yan
Guanhong Tao
Wenbo Guo
Xiangyu Zhang
AAML
212
2
0
21 Sep 2025
Backdoor Attacks and Defenses in Computer Vision Domain: A Survey
Bilal Hussain Abbasi
Y. Zhang
L. Zhang
Shang Gao
AAML
149
0
0
09 Sep 2025
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment
Tuo Chen
Jie Gui
Minjing Dong
Ju Jia
Lanting Fang
Jian Liu
AAML
112
0
0
19 Aug 2025
IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning
Jiayao Wang
Yang Song
Zhendong Zhao
Jiale Zhang
Qilin Wu
Junwu Zhu
Dongfang Zhao
AAML
87
0
0
11 Aug 2025
Circumventing Backdoor Space via Weight Symmetry
Jie Peng
Hongwei Yang
Jing Zhao
Hengji Dong
Hui He
Weizhe Zhang
Haoyu He
AAML
227
0
0
09 Jun 2025
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets
IEEE Symposium on Security and Privacy (S&P), 2025
Yanzhe Zhang
Yuxuan Zhou
Tianyu Li
Minghui Li
Shengshan Hu
Wei Luo
L. Zhang
AAML
SILM
199
2
0
16 Apr 2025
Prototype Guided Backdoor Defense
Venkat Adithya Amula
Sunayana Samavedam
Saurabh Saini
Avani Gupta
Narayanan P J
AAML
267
1
0
26 Mar 2025
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
Xiaobei Wang
Yaning Tan
Dongping Liao
Han Fang
Aishan Liu
Simeng Qin
Yu-liang Lu
E. Chang
X. Gao
AAML
341
3
0
21 Mar 2025
Backdooring CLIP through Concept Confusion
Lijie Hu
Junchi Liao
Weimin Lyu
Shaopeng Fu
Tianhao Huang
Shu Yang
Guimin Hu
Di Wang
AAML
315
1
0
12 Mar 2025
Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
Meiyu Lin
Haichuan Zhang
Jiale Lao
Renyuan Li
Yuanchun Zhou
Carl Yang
Yang Cao
Mingjie Tang
SILM
471
2
0
07 Mar 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models
Computer Vision and Pattern Recognition (CVPR), 2025
Zhaoyi Liu
Huan Zhang
AAML
702
7
0
25 Feb 2025
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
Zhifang Zhang
Shuo He
Bingquan Shen
Bingquan Shen
Lei Feng
AAML
558
4
0
29 Dec 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders
Computer Vision and Pattern Recognition (CVPR), 2024
Sizai Hou
Songze Li
Duanyi Yao
AAML
533
0
0
25 Nov 2024
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models
Jordan Vice
Naveed Akhtar
Leonid Sigal
Richard Hartley
Lin Wang
EGVM
331
0
0
21 Nov 2024
New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook
Meng Yang
Tianqing Zhu
Chi Liu
Wanlei Zhou
Shui Yu
Philip S. Yu
AAML
ELM
PILM
309
2
0
12 Nov 2024
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
Kuanrong Liu
Yaning Tan
Jiawei Liang
Pengwen Dai
Xiaochun Cao
MU
AAML
273
3
0
29 Sep 2024
Software Security Analysis in 2030 and Beyond: A Research Roadmap
ACM Transactions on Software Engineering and Methodology (TOSEM), 2024
Marcel Böhme
Eric Bodden
Tevfik Bultan
Cristian Cadar
Yang Liu
Giuseppe Scanniello
262
6
0
26 Sep 2024
Adversarial Backdoor Defense in CLIP
Junhao Kuang
Yaning Tan
Jiawei Liang
Kuanrong Liu
Xiaochun Cao
AAML
252
8
0
24 Sep 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
Shuyang Cheng
Guangyu Shen
Kaiyuan Zhang
Guanhong Tao
Shengwei An
Hanxi Guo
Shiqing Ma
Xiangyu Zhang
AAML
224
0
0
16 Jul 2024
Defense Against Syntactic Textual Backdoor Attacks with Token Substitution
Xinglin Li
Xianwen He
Yao Li
Minhao Cheng
193
1
0
04 Jul 2024
Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders
Tingxu Han
Weisong Sun
Ziqi Ding
Chunrong Fang
Hanwei Qian
Jiaxun Li
Zhenyu Chen
Xiangyu Zhang
AAML
452
12
0
05 Jun 2024
Test-Time Multimodal Backdoor Detection by Contrastive Prompting
Yuwei Niu
Shuo He
Qinglai Wei
Z. Wu
Feng Liu
Bingquan Shen
AAML
404
4
0
24 May 2024
Invisible Backdoor Attack against Self-supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Hanrong Zhang
Zhenting Wang
Tingxu Han
Haoyang Ling
Chenlu Zhan
Jundong Li
Hongwei Wang
Shiqing Ma
Hongwei Wang
Shiqing Ma
AAML
SSL
315
1
0
23 May 2024
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection
Yuwen Qian
Shuchi Wu
Kang Wei
Ming Ding
Di Xiao
Tao Xiang
Chuan Ma
Song Guo
FedML
AAML
222
3
0
21 May 2024
Advances and Open Challenges in Federated Learning with Foundation Models
Chao Ren
Han Yu
Hongyi Peng
Xiaoli Tang
Anran Li
...
A. Tan
Bo Zhao
Xiaoxiao Li
Zengxiang Li
Qiang Yang
FedML
AIFin
AI4CE
435
3
0
23 Apr 2024
Backdoor Contrastive Learning via Bi-level Trigger Optimization
Weiyu Sun
Xinyu Zhang
Hao Lu
Ying-Cong Chen
Ting Wang
Jinghui Chen
Lu Lin
219
9
0
11 Apr 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
Shuyang Cheng
Guanhong Tao
Yingqi Liu
Guangyu Shen
Shengwei An
Shiwei Feng
Xiangzhe Xu
Kaiyuan Zhang
Shiqing Ma
Xiangyu Zhang
AAML
227
10
0
25 Mar 2024
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
Yaning Tan
Kuanrong Liu
Jiajun Gong
Jiawei Liang
Yuan Xun
Ee-Chien Chang
Xiaochun Cao
AAML
MU
179
23
0
24 Mar 2024
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder
Tingxu Han
Shenghan Huang
Ziqi Ding
Weisong Sun
Yebo Feng
...
Hanwei Qian
Cong Wu
Quanjun Zhang
Yang Liu
Zhenyu Chen
185
10
0
06 Mar 2024
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Meng Zheng
Jiaqi Xue
Xun Chen
YanShan Wang
Qian Lou
Lei Jiang
AAML
387
9
0
16 Dec 2023
Defenses in Adversarial Machine Learning: A Survey
Baoyuan Wu
Shaokui Wei
Mingli Zhu
Meixi Zheng
Zihao Zhu
Ruotong Wang
Hongrui Chen
Danni Yuan
Li Liu
Qingshan Liu
AAML
302
22
0
13 Dec 2023
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
Yaning Tan
Mingli Zhu
Aishan Liu
Baoyuan Wu
Xiaochun Cao
Ee-Chien Chang
498
92
0
20 Nov 2023
Trustworthy Large Models in Vision: A Survey
Ziyan Guo
Kepeng Xu
Jun Liu
MU
648
0
0
16 Nov 2023
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised Learning
Computers & security (Comput. Secur.), 2023
Qiannan Wang
Changchun Yin
Jiafei Wu
Liming Fang
Run Wang
Chenhao Lin
AAML
203
12
0
01 Oct 2023
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
European Conference on Computer Vision (ECCV), 2023
Mengxin Zheng
Jiaqi Xue
Zihao Wang
Hang Zhang
Qian Lou
Lei Jiang
Luyi Xing
377
18
0
16 Mar 2023
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Hritik Bansal
Nishad Singhi
Yu Yang
Fan Yin
Aditya Grover
Kai-Wei Chang
AAML
373
66
0
06 Mar 2023
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Jinghuai Zhang
Hongbin Liu
Jinyuan Jia
Neil Zhenqiang Gong
AAML
409
28
0
15 Nov 2022
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