Better Safe than Sorry: Pre-training CLIP against Targeted Data
Poisoning and Backdoor Attacks

Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks

5 October 2023

Baharan Mirzasoleiman

Papers citing "Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks"

11 / 11 papers shown

Title
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 237 0 0 11 Mar 2025
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning Zhifang Zhang Shuo He Bingquan Shen Lei Feng Lei Feng AAML 57 0 0 29 Dec 2024
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection Yuwei Niu Shuo He Qinglai Wei Feng Liu Lei Feng AAML 35 2 0 24 May 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 58 21 0 13 Feb 2024
Multi-Trigger Backdoor Attacks: More Triggers, More Threats Yige Li Xingjun Ma Jiabo He Hanxun Huang Yu-Gang Jiang AAML 38 5 0 27 Jan 2024
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
Data Poisoning Attacks Against Multimodal Encoders Ziqing Yang Xinlei He Zheng Li Michael Backes Mathias Humbert Pascal Berrang Yang Zhang AAML 118 46 0 30 Sep 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining Shashank Goel Hritik Bansal S. Bhatia Ryan A. Rossi Vishwa Vinay Aditya Grover CLIP VLM 184 134 0 28 May 2022
Poisoning the Unlabeled Dataset of Semi-Supervised Learning Nicholas Carlini AAML 164 68 0 04 May 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 191 457 0 29 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 340 3,726 0 11 Feb 2021