Saved in:
| Main Authors: | Liang, Siyuan, Jing, Yongcheng, Wang, Yingjie, Huang, Jiaxing, Chang, Ee-chien, Tao, Dacheng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2602.17168 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
by: Liang, Siyuan, et al.
Published: (2023)
by: Liang, Siyuan, et al.
Published: (2023)
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP
by: Bai, Jiawang, et al.
Published: (2023)
by: Bai, Jiawang, et al.
Published: (2023)
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
by: Liang, Siyuan, et al.
Published: (2024)
by: Liang, Siyuan, et al.
Published: (2024)
BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation
by: Wang, Ruotong, et al.
Published: (2025)
by: Wang, Ruotong, et al.
Published: (2025)
Adversarial Backdoor Defense in CLIP
by: Kuang, Junhao, et al.
Published: (2024)
by: Kuang, Junhao, et al.
Published: (2024)
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models
by: Liang, Jiawei, et al.
Published: (2024)
by: Liang, Jiawei, et al.
Published: (2024)
BadSR: Stealthy Label Backdoor Attacks on Image Super-Resolution
by: Guo, Ji, et al.
Published: (2025)
by: Guo, Ji, et al.
Published: (2025)
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning
by: Xun, Yuan, et al.
Published: (2024)
by: Xun, Yuan, et al.
Published: (2024)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG
by: Wang, Wenbin, et al.
Published: (2025)
by: Wang, Wenbin, et al.
Published: (2025)
SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs
by: Xu, Shuhan, et al.
Published: (2025)
by: Xu, Shuhan, et al.
Published: (2025)
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving
by: Liu, Ming, et al.
Published: (2025)
by: Liu, Ming, et al.
Published: (2025)
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook
by: Liang, Siyuan, et al.
Published: (2024)
by: Liang, Siyuan, et al.
Published: (2024)
A Survey on Agentic Multimodal Large Language Models
by: Yao, Huanjin, et al.
Published: (2025)
by: Yao, Huanjin, et al.
Published: (2025)
BadBlocks: Low-Cost and Stealthy Backdoor Attacks Tailored for Text-to-Image Diffusion Models
by: Wu, Jia, et al.
Published: (2025)
by: Wu, Jia, et al.
Published: (2025)
Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models
by: Ma, Sihan, et al.
Published: (2026)
by: Ma, Sihan, et al.
Published: (2026)
Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift
by: Liang, Siyuan, et al.
Published: (2024)
by: Liang, Siyuan, et al.
Published: (2024)
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
by: Liu, Kuanrong, et al.
Published: (2024)
by: Liu, Kuanrong, et al.
Published: (2024)
Review of Hallucination Understanding in Large Language and Vision Models
by: Ho, Zhengyi, et al.
Published: (2025)
by: Ho, Zhengyi, et al.
Published: (2025)
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
by: Wang, Xuan, et al.
Published: (2025)
by: Wang, Xuan, et al.
Published: (2025)
Under-confidence Backdoors Are Resilient and Stealthy Backdoors
by: Peng, Minlong, et al.
Published: (2022)
by: Peng, Minlong, et al.
Published: (2022)
Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation
by: Zhong, Zhiyuan, et al.
Published: (2025)
by: Zhong, Zhiyuan, et al.
Published: (2025)
BadHMP: Backdoor Attack against Human Motion Prediction
by: Xu, Chaohui, et al.
Published: (2024)
by: Xu, Chaohui, et al.
Published: (2024)
PASTA: A Patch-Agnostic Twofold-Stealthy Backdoor Attack on Vision Transformers
by: Liu, Dazhuang, et al.
Published: (2026)
by: Liu, Dazhuang, et al.
Published: (2026)
ClusIR: Towards Cluster-Guided All-in-One Image Restoration
by: Hu, Shengkai, et al.
Published: (2025)
by: Hu, Shengkai, et al.
Published: (2025)
Backdooring CLIP through Concept Confusion
by: Hu, Lijie, et al.
Published: (2025)
by: Hu, Lijie, et al.
Published: (2025)
CogMorph: Cognitive Morphing Attacks for Text-to-Image Models
by: Jing, Zonglei, et al.
Published: (2025)
by: Jing, Zonglei, et al.
Published: (2025)
EntityCLIP: Entity-Centric Image-Text Matching via Multimodal Attentive Contrastive Learning
by: Wang, Yaxiong, et al.
Published: (2024)
by: Wang, Yaxiong, et al.
Published: (2024)
Stealthy Patch-Wise Backdoor Attack in 3D Point Cloud via Curvature Awareness
by: Feng, Yu, et al.
Published: (2025)
by: Feng, Yu, et al.
Published: (2025)
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models
by: Liu, Zhaoyi, et al.
Published: (2025)
by: Liu, Zhaoyi, et al.
Published: (2025)
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
by: Jiang, Chaoya, et al.
Published: (2023)
by: Jiang, Chaoya, et al.
Published: (2023)
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors
by: Yu, Qinkai, et al.
Published: (2026)
by: Yu, Qinkai, et al.
Published: (2026)
VAGUEGAN: Stealthy Poisoning and Backdoor Attacks on Image Generative Pipelines
by: Faisal, Mostafa Mohaimen Akand, et al.
Published: (2025)
by: Faisal, Mostafa Mohaimen Akand, et al.
Published: (2025)
Foundation Models for Remote Sensing and Earth Observation: A Survey
by: Xiao, Aoran, et al.
Published: (2024)
by: Xiao, Aoran, et al.
Published: (2024)
Neural Antidote: Class-Wise Prompt Tuning for Purifying Backdoors in CLIP
by: Kong, Jiawei, et al.
Published: (2025)
by: Kong, Jiawei, et al.
Published: (2025)
Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training
by: Zhong, Qihuang, et al.
Published: (2026)
by: Zhong, Qihuang, et al.
Published: (2026)
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
by: Zhang, Jingyi, et al.
Published: (2025)
by: Zhang, Jingyi, et al.
Published: (2025)
Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
by: Chen, Ruiming, et al.
Published: (2025)
by: Chen, Ruiming, et al.
Published: (2025)
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
by: Zhu, Mingli, et al.
Published: (2024)
by: Zhu, Mingli, et al.
Published: (2024)
EchoBench: Benchmarking Sycophancy in Medical Large Vision-Language Models
by: Yuan, Botai, et al.
Published: (2025)
by: Yuan, Botai, et al.
Published: (2025)
Similar Items
-
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
by: Liang, Siyuan, et al.
Published: (2023) -
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP
by: Bai, Jiawang, et al.
Published: (2023) -
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
by: Liang, Siyuan, et al.
Published: (2024) -
BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation
by: Wang, Ruotong, et al.
Published: (2025) -
Adversarial Backdoor Defense in CLIP
by: Kuang, Junhao, et al.
Published: (2024)