Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving
with Typography

Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography

23 May 2024

Jin Song Dong

Papers citing "Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography"

13 / 13 papers shown

Title
FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition Shuai Yuan Guowen Xu Hongwei Li Rui Zhang Xinyuan Qian Wenbo Jiang Hangcheng Cao Qingchuan Zhao AAML 68 0 0 17 May 2025
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models Justus Westerhoff Erblina Purellku Jakob Hackstein Jonas Loos Leo Pinetzki Lorenz Hufe AAML 61 0 0 07 Apr 2025
Vision-LLMs Can Fool Themselves with Self-Generated Typographic Attacks Maan Qraitem Nazia Tasnim Piotr Teterwak Kate Saenko Bryan A. Plummer AAML VLM 53 12 0 01 Feb 2024
LMDrive: Closed-Loop End-to-End Driving with Large Language Models Hao Shao Yuxuan Hu Letian Wang Steven L. Waslander Yu Liu Hongsheng Li ELM 62 131 0 12 Dec 2023
LLM4Drive: A Survey of Large Language Models for Autonomous Driving Zhenjie Yang Xiaosong Jia Hongyang Li Junchi Yan ELM 79 113 0 02 Nov 2023
Defense-Prefix for Preventing Typographic Attacks on CLIP Hiroki Azuma Yusuke Matsui VLM AAML 45 19 0 10 Apr 2023
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 311 3,507 0 29 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 624 9,267 0 28 Jan 2022
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 163 1,941 0 16 Jul 2021
Admix: Enhancing the Transferability of Adversarial Attacks Xiaosen Wang Xu He Jingdong Wang Kun He AAML 103 200 0 31 Jan 2021
Improving Transferability of Adversarial Examples with Input Diversity Cihang Xie Zhishuai Zhang Yuyin Zhou Song Bai Jianyu Wang Zhou Ren Alan Yuille AAML 91 1,116 0 19 Mar 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 517 5,885 0 08 Jul 2016
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 222 14,893 1 21 Dec 2013