Exposing Functional Fusion: A New Class of Strategic Backdoor in Dynamic Prompt Architectures
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Zeyao, Zhao, Zhendong, Chen, Xiaojun, Zhao, Xin, Xuan, Yuexin, Ji, Xiaoshuang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation
by: Zhao, Xin, et al.
Published: (2025)
by: Zhao, Xin, et al.
Published: (2025)
IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning
by: Wang, Jiayao, et al.
Published: (2025)
by: Wang, Jiayao, et al.
Published: (2025)
CipherDM: Secure Three-Party Inference for Diffusion Model Sampling
by: Zhao, Xin, et al.
Published: (2024)
by: Zhao, Xin, et al.
Published: (2024)
Robust Anti-Backdoor Instruction Tuning in LVLMs
by: Xun, Yuan, et al.
Published: (2025)
by: Xun, Yuan, et al.
Published: (2025)
Scaling Exposes the Trigger: Input-Level Backdoor Detection in Text-to-Image Diffusion Models via Cross-Attention Scaling
by: Li, Zida, et al.
Published: (2026)
by: Li, Zida, et al.
Published: (2026)
Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models
by: Zhang, Zongmin, et al.
Published: (2025)
by: Zhang, Zongmin, et al.
Published: (2025)
Antelope: Potent and Concealed Jailbreak Attack Strategy
by: Zhao, Xin, et al.
Published: (2024)
by: Zhao, Xin, et al.
Published: (2024)
BadBone: Backdoor Attacks Against Backbone Models in Visual Prompt Learning
by: Yang, Ziqing, et al.
Published: (2026)
by: Yang, Ziqing, et al.
Published: (2026)
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training
by: Yao, Xin, et al.
Published: (2025)
by: Yao, Xin, et al.
Published: (2025)
Architectural Neural Backdoors from First Principles
by: Langford, Harry, et al.
Published: (2024)
by: Langford, Harry, et al.
Published: (2024)
CIS-BA: Continuous Interaction Space Based Backdoor Attack for Object Detection in the Real-World
by: Zhao, Shuxin, et al.
Published: (2025)
by: Zhao, Shuxin, et al.
Published: (2025)
Backdoor Directions in Vision Transformers
by: Karayalcin, Sengim, et al.
Published: (2026)
by: Karayalcin, Sengim, et al.
Published: (2026)
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
by: Wei, Shaokui, et al.
Published: (2024)
by: Wei, Shaokui, et al.
Published: (2024)
Removing the Trigger, Not the Backdoor: Alternative Triggers and Latent Backdoors
by: Abad, Gorka, et al.
Published: (2026)
by: Abad, Gorka, et al.
Published: (2026)
Clean-image Backdoor Attacks
by: Rong, Dazhong, et al.
Published: (2024)
by: Rong, Dazhong, et al.
Published: (2024)
Inevitable Encounters: Backdoor Attacks Involving Lossy Compression
by: Li, Qian, et al.
Published: (2026)
by: Li, Qian, et al.
Published: (2026)
Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
by: Zhao, Xin, et al.
Published: (2025)
by: Zhao, Xin, et al.
Published: (2025)
PointBA: Towards Backdoor Attacks in 3D Point Cloud
by: Li, Xinke, et al.
Published: (2021)
by: Li, Xinke, et al.
Published: (2021)
Model-Guardian: Protecting against Data-Free Model Stealing Using Gradient Representations and Deceptive Predictions
by: Yang, Yunfei, et al.
Published: (2025)
by: Yang, Yunfei, et al.
Published: (2025)
Backdooring CLIP through Concept Confusion
by: Hu, Lijie, et al.
Published: (2025)
by: Hu, Lijie, et al.
Published: (2025)
Revocable Backdoor for Deep Model Trading
by: Xu, Yiran, et al.
Published: (2024)
by: Xu, Yiran, et al.
Published: (2024)
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers
by: Wang, Ruotong, et al.
Published: (2023)
by: Wang, Ruotong, et al.
Published: (2023)
Megatron: Evasive Clean-Label Backdoor Attacks against Vision Transformer
by: Gong, Xueluan, et al.
Published: (2024)
by: Gong, Xueluan, et al.
Published: (2024)
Backdoor Attack with Mode Mixture Latent Modification
by: Zhang, Hongwei, et al.
Published: (2024)
by: Zhang, Hongwei, et al.
Published: (2024)
Test-Time Attention Purification for Backdoored Large Vision Language Models
by: Zhang, Zhifang, et al.
Published: (2026)
by: Zhang, Zhifang, et al.
Published: (2026)
BadDet+: Robust Backdoor Attacks for Object Detection
by: Dunnett, Kealan, et al.
Published: (2026)
by: Dunnett, Kealan, et al.
Published: (2026)
Event Trojan: Asynchronous Event-based Backdoor Attacks
by: Wang, Ruofei, et al.
Published: (2024)
by: Wang, Ruofei, et al.
Published: (2024)
SATBA: An Invisible Backdoor Attack Based On Spatial Attention
by: Zhou, Huasong, et al.
Published: (2023)
by: Zhou, Huasong, et al.
Published: (2023)
HoneypotNet: Backdoor Attacks Against Model Extraction
by: Wang, Yixu, et al.
Published: (2025)
by: Wang, Yixu, et al.
Published: (2025)
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection
by: Lu, Jialin, et al.
Published: (2024)
by: Lu, Jialin, et al.
Published: (2024)
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection
by: Lu, Jialin, et al.
Published: (2025)
by: Lu, Jialin, et al.
Published: (2025)
Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models
by: Lai, Songning, et al.
Published: (2024)
by: Lai, Songning, et al.
Published: (2024)
An Effective and Resilient Backdoor Attack Framework against Deep Neural Networks and Vision Transformers
by: Gong, Xueluan, et al.
Published: (2024)
by: Gong, Xueluan, et al.
Published: (2024)
IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding
by: Li, Junxian, et al.
Published: (2025)
by: Li, Junxian, et al.
Published: (2025)
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing
by: Jin, Haibo, et al.
Published: (2021)
by: Jin, Haibo, et al.
Published: (2021)
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
by: Cheng, Siyuan, et al.
Published: (2024)
by: Cheng, Siyuan, et al.
Published: (2024)
Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation
by: Zhong, Zhiyuan, et al.
Published: (2025)
by: Zhong, Zhiyuan, et al.
Published: (2025)
Mitigating Backdoor Attacks using Activation-Guided Model Editing
by: Hsieh, Felix, et al.
Published: (2024)
by: Hsieh, Felix, et al.
Published: (2024)
Backdoor Mitigation in Object Detection via Adversarial Fine-Tuning
by: Dunnett, Kealan, et al.
Published: (2026)
by: Dunnett, Kealan, et al.
Published: (2026)
ConSeg: Contextual Backdoor Attack Against Semantic Segmentation
by: Abbasi, Bilal Hussain, et al.
Published: (2025)
by: Abbasi, Bilal Hussain, et al.
Published: (2025)
Similar Items
-
Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation
by: Zhao, Xin, et al.
Published: (2025) -
IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning
by: Wang, Jiayao, et al.
Published: (2025) -
CipherDM: Secure Three-Party Inference for Diffusion Model Sampling
by: Zhao, Xin, et al.
Published: (2024) -
Robust Anti-Backdoor Instruction Tuning in LVLMs
by: Xun, Yuan, et al.
Published: (2025) -
Scaling Exposes the Trigger: Input-Level Backdoor Detection in Text-to-Image Diffusion Models via Cross-Attention Scaling
by: Li, Zida, et al.
Published: (2026)