Pre-trained Trojan Attacks for Visual Recognition

23 December 2023

Xinwei Zhang

Xianglong Liu

Papers citing "Pre-trained Trojan Attacks for Visual Recognition"

25 / 25 papers shown

Title
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving Ming Liu Siyuan Liang Koushik Howlader L. Wang Dacheng Tao Wensheng Zhang AAML 26 0 0 09 May 2025
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Siyuan Liang Jiayang Liu Jiecheng Zhai Tianmeng Fang Rongcheng Tu A. Liu Xiaochun Cao Dacheng Tao VGen 61 0 0 22 Apr 2025
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework X. U. Wang Siyuan Liang Dongping Liao Han Fang Aishan Liu Xiaochun Cao Yu-liang Lu E. Chang X. Gao AAML 50 1 0 21 Mar 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models X. Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 34 1 0 22 Feb 2025
Red Pill and Blue Pill: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning Siyuan Liang Jiajun Gong Tianmeng Fang Aishan Liu Tao Wang X. Liu Xiaochun Cao Dacheng Tao Chang Ee-Chien AAML 77 3 0 16 Dec 2024
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models Zhixiang Guo Siyuan Liang Aishan Liu Dacheng Tao AAML 73 1 0 02 Dec 2024
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats Kuanrong Liu Siyuan Liang Jiawei Liang Pengwen Dai Xiaochun Cao MU AAML 36 1 0 29 Sep 2024
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis Xianda Zhang Siyuan Liang AAML 28 2 0 24 Sep 2024
Compromising Embodied Agents with Contextual Backdoor Attacks Aishan Liu Yuguang Zhou Xianglong Liu Tianyuan Zhang Siyuan Liang ... Tianlin Li Junqi Zhang Wenbo Zhou Qing-Wu Guo Dacheng Tao LLMAG AAML 39 8 0 06 Aug 2024
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning Xinwei Liu Xiaojun Jia Yuan Xun Siyuan Liang Xiaochun Cao 39 7 0 23 Jul 2024
$GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing$ GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing Yisong Xiao Aishan Liu QianJia Cheng Zhenfei Yin Siyuan Liang Jiapeng Li Jing Shao Xianglong Liu Dacheng Tao 38 4 0 30 Jun 2024
Unveiling the Safety of GPT-4o: An Empirical Study using Jailbreak Attacks Zonghao Ying Aishan Liu Xianglong Liu Dacheng Tao 59 16 0 10 Jun 2024
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt Zonghao Ying Aishan Liu Tianyuan Zhang Zhengmin Yu Siyuan Liang Xianglong Liu Dacheng Tao AAML 35 26 0 06 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions Tianyuan Zhang Lu Wang Hainan Li Yisong Xiao Siyuan Liang Aishan Liu Xianglong Liu Dacheng Tao 45 11 0 03 Jun 2024
Towards Robust Physical-world Backdoor Attacks on Lane Detection Xinwei Zhang Aishan Liu Tianyuan Zhang Siyuan Liang Xianglong Liu AAML 47 10 0 09 May 2024
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning Siyuan Liang Kuanrong Liu Jiajun Gong Jiawei Liang Yuan Xun Ee-Chien Chang Xiaochun Cao AAML MU 34 13 0 24 Mar 2024
Effectiveness Assessment of Recent Large Vision-Language Models Yao Jiang Xinyu Yan Ge-Peng Ji Keren Fu Meijun Sun Huan Xiong Deng-Ping Fan Fahad Shahbaz Khan 31 14 0 07 Mar 2024
Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs Xiaoxia Li Siyuan Liang Jiyi Zhang Hansheng Fang Aishan Liu Ee-Chien Chang 90 24 0 21 Feb 2024
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models Jiawei Liang Siyuan Liang Man Luo Aishan Liu Dongchen Han Ee-Chien Chang Xiaochun Cao 42 37 0 21 Feb 2024
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection Jiawei Liang Siyuan Liang Aishan Liu Xiaojun Jia Junhao Kuang Xiaochun Cao AAML 26 20 0 18 Feb 2024
Pre-trained Adversarial Perturbations Y. Ban Yinpeng Dong AAML 62 22 0 07 Oct 2022
Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World Jiakai Wang Aishan Liu Zixin Yin Shunchang Liu Shiyu Tang Xianglong Liu AAML 140 194 0 01 Mar 2021
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 196 274 0 06 Mar 2020
Model-Reuse Attacks on Deep Learning Systems Yujie Ji Xinyang Zhang S. Ji Xiapu Luo Ting Wang SILM AAML 134 186 0 02 Dec 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016