Backdoor Attacks on Vision Transformers

Backdoor Attacks on Vision Transformers

16 June 2022

Akshayvarun Subramanya

Soroush Abbasi Koohpayegani

Ajinkya Tejankar

Hamed Pirsiavash

Papers citing "Backdoor Attacks on Vision Transformers"

10 / 10 papers shown

Title
Backdoor Attack Against Vision Transformers via Attention Gradient-Based Image Erosion Ji Guo Hongwei Li Wenbo Jiang Guoming Lu AAML 32 37 0 30 Oct 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks Lingxin Jin Meiyu Lin Wei Jiang Jinyu Zhan AAML SILM 21 2 0 24 Sep 2024
Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers Gorka Abad S. Picek Lorenzo Cavallaro A. Urbieta SILM 44 0 0 06 Sep 2024
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis R. Teo Tan M. Nguyen 45 4 0 19 Jun 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 35 5 0 17 May 2024
Susceptibility of Adversarial Attack on Medical Image Segmentation Models Zhongxuan Wang Leo Xu MedIm AAML 32 0 0 20 Jan 2024
Designing Robust Transformers using Robust Kernel Density Estimation Xing Han Tongzheng Ren T. Nguyen Khai Nguyen Joydeep Ghosh Nhat Ho 21 6 0 11 Oct 2022
TrojViT: Trojan Insertion in Vision Transformers Mengxin Zheng Qian Lou Lei Jiang 8 52 0 27 Aug 2022
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 262 621 0 21 May 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014