DBIA: Data-free Backdoor Injection Attack against Transformer Networks

22 November 2021

Papers citing "DBIA: Data-free Backdoor Injection Attack against Transformer Networks"

6 / 6 papers shown

Title
Pruning and Malicious Injection: A Retraining-Free Backdoor Attack on Transformer Models Taibiao Zhao Mingxuan Sun Hao Wang Xiaobing Chen Xiangwei Zhou AAML 96 0 0 14 Aug 2025
Using Interleaved Ensemble Unlearning to Keep Backdoors at Bay for Finetuning Vision Transformers Zeyu Michael Li AAML 235 0 0 01 Oct 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers Shengyuan Yang Jiawang Bai Kuofeng Gao Yong-Liang Yang Yiming Li Shu-Tao Xia AAML SILM 283 5 0 17 May 2024
TrojViT: Trojan Insertion in Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Mengxin Zheng Qian Lou Lei Jiang 335 64 0 27 Aug 2022
Defending Backdoor Attacks on Vision Transformer via Patch ProcessingAAAI Conference on Artificial Intelligence (AAAI), 2022 Khoa D. Doan Yingjie Lao Peng Yang Ping Li AAML 193 27 0 24 Jun 2022
Backdoor Attacks on Vision Transformers Akshayvarun Subramanya Aniruddha Saha Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash ViT AAML 102 23 0 16 Jun 2022