Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Jiayi, Sun, Qingyun, Lyu, Lingjuan, Zhang, Ziwei, Yuan, Haonan, Fu, Xingcheng, Li, Jianxin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Privacy Auditing of Multi-domain Graph Pre-trained Model under Membership Inference Attacks
by: Luo, Jiayi, et al.
Published: (2025)
by: Luo, Jiayi, et al.
Published: (2025)
Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models
by: Xue, Xiaoyu, et al.
Published: (2025)
by: Xue, Xiaoyu, et al.
Published: (2025)
Towards Backdoor Stealthiness in Model Parameter Space
by: Xu, Xiaoyun, et al.
Published: (2025)
by: Xu, Xiaoyun, et al.
Published: (2025)
Stealthy Backdoor Attack to Real-world Models in Android Apps
by: Wei, Jiali, et al.
Published: (2025)
by: Wei, Jiali, et al.
Published: (2025)
Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification
by: Wang, Xiaobao, et al.
Published: (2025)
by: Wang, Xiaobao, et al.
Published: (2025)
Stealthy Targeted Backdoor Attacks against Image Captioning
by: Fan, Wenshu, et al.
Published: (2024)
by: Fan, Wenshu, et al.
Published: (2024)
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections
by: Cao, Yuanpu, et al.
Published: (2023)
by: Cao, Yuanpu, et al.
Published: (2023)
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
by: Zhao, Shuai, et al.
Published: (2024)
by: Zhao, Shuai, et al.
Published: (2024)
SNEAKDOOR: Stealthy Backdoor Attacks against Distribution Matching-based Dataset Condensation
by: Yang, He, et al.
Published: (2026)
by: Yang, He, et al.
Published: (2026)
FlowMur: A Stealthy and Practical Audio Backdoor Attack with Limited Knowledge
by: Lan, Jiahe, et al.
Published: (2023)
by: Lan, Jiahe, et al.
Published: (2023)
Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers
by: Wei, Jiali, et al.
Published: (2026)
by: Wei, Jiali, et al.
Published: (2026)
Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach
by: Liao, Yifan, et al.
Published: (2025)
by: Liao, Yifan, et al.
Published: (2025)
Backdoor Attack with Invisible Triggers Based on Model Architecture Modification
by: Ma, Yuan, et al.
Published: (2024)
by: Ma, Yuan, et al.
Published: (2024)
SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models
by: Xu, Bingxin, et al.
Published: (2026)
by: Xu, Bingxin, et al.
Published: (2026)
A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement Learning
by: Yu, Yinbo, et al.
Published: (2024)
by: Yu, Yinbo, et al.
Published: (2024)
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
by: Wei, Yuecen, et al.
Published: (2023)
by: Wei, Yuecen, et al.
Published: (2023)
Concept-Guided Backdoor Attack on Vision Language Models
by: Shen, Haoyu, et al.
Published: (2025)
by: Shen, Haoyu, et al.
Published: (2025)
Persistent Backdoor Attacks under Continual Fine-Tuning of LLMs
by: Cui, Jing, et al.
Published: (2025)
by: Cui, Jing, et al.
Published: (2025)
Stealthy Backdoor Attack via Confidence-driven Sampling
by: He, Pengfei, et al.
Published: (2023)
by: He, Pengfei, et al.
Published: (2023)
Transferable & Stealthy Ensemble Attacks: A Black-Box Jailbreaking Framework for Large Language Models
by: Yang, Yiqi, et al.
Published: (2024)
by: Yang, Yiqi, et al.
Published: (2024)
TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks
by: Mo, Xiaoxing, et al.
Published: (2025)
by: Mo, Xiaoxing, et al.
Published: (2025)
Cuckoo Attack: Stealthy and Persistent Attacks Against AI-IDE
by: Liu, Xinpeng, et al.
Published: (2025)
by: Liu, Xinpeng, et al.
Published: (2025)
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
by: Li, Ziqiang, et al.
Published: (2024)
by: Li, Ziqiang, et al.
Published: (2024)
Impart: An Imperceptible and Effective Label-Specific Backdoor Attack
by: Zhao, Jingke, et al.
Published: (2024)
by: Zhao, Jingke, et al.
Published: (2024)
SSD: A State-based Stealthy Backdoor Attack For Navigation System in UAV Route Planning
by: Wang, Zhaoxuan, et al.
Published: (2025)
by: Wang, Zhaoxuan, et al.
Published: (2025)
Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification
by: Luo, Jiayi, et al.
Published: (2025)
by: Luo, Jiayi, et al.
Published: (2025)
BadImplant: Injection-based Multi-Targeted Graph Backdoor Attack
by: Khan, Md Nabi Newaz, et al.
Published: (2026)
by: Khan, Md Nabi Newaz, et al.
Published: (2026)
Graph-Aware Stealthy Poison-Text Backdoors for Text-Attributed Graphs
by: Luo, Qi, et al.
Published: (2026)
by: Luo, Qi, et al.
Published: (2026)
Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation
by: Zhong, Zhiyuan, et al.
Published: (2025)
by: Zhong, Zhiyuan, et al.
Published: (2025)
Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning
by: Lyu, Xiaoting, et al.
Published: (2024)
by: Lyu, Xiaoting, et al.
Published: (2024)
AutoBackdoor: Automating Backdoor Attacks via LLM Agents
by: Li, Yige, et al.
Published: (2025)
by: Li, Yige, et al.
Published: (2025)
Heterogeneous Graph Backdoor Attack
by: Chen, Jiawei, et al.
Published: (2025)
by: Chen, Jiawei, et al.
Published: (2025)
SteganoBackdoor: Stealthy and Data-Efficient Backdoor Attacks on Language Models
by: Xue, Eric, et al.
Published: (2025)
by: Xue, Eric, et al.
Published: (2025)
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
by: Wang, Lei, et al.
Published: (2025)
by: Wang, Lei, et al.
Published: (2025)
SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning
by: Zhu, Chengcheng, et al.
Published: (2025)
by: Zhu, Chengcheng, et al.
Published: (2025)
Stealthy and Adjustable Text-Guided Backdoor Attacks on Multimodal Pretrained Models
by: Zhang, Yiyang, et al.
Published: (2026)
by: Zhang, Yiyang, et al.
Published: (2026)
Dullahan: Stealthy Backdoor Attack against Without-Label-Sharing Split Learning
by: Pu, Yuwen, et al.
Published: (2024)
by: Pu, Yuwen, et al.
Published: (2024)
DSBA: Dynamic Stealthy Backdoor Attack with Collaborative Optimization in Self-Supervised Learning
by: Wang, Jiayao, et al.
Published: (2026)
by: Wang, Jiayao, et al.
Published: (2026)
Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents
by: Ding, Renhua, et al.
Published: (2025)
by: Ding, Renhua, et al.
Published: (2025)
Towards Generalized and Stealthy Watermarking for Generative Code Models
by: Li, Haoxuan, et al.
Published: (2025)
by: Li, Haoxuan, et al.
Published: (2025)
Similar Items
-
Privacy Auditing of Multi-domain Graph Pre-trained Model under Membership Inference Attacks
by: Luo, Jiayi, et al.
Published: (2025) -
Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models
by: Xue, Xiaoyu, et al.
Published: (2025) -
Towards Backdoor Stealthiness in Model Parameter Space
by: Xu, Xiaoyun, et al.
Published: (2025) -
Stealthy Backdoor Attack to Real-world Models in Android Apps
by: Wei, Jiali, et al.
Published: (2025) -
Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification
by: Wang, Xiaobao, et al.
Published: (2025)