Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Jiyang, Ma, Xinbei, Xu, Yunqing, Zhang, Zhuosheng, Zhao, Hai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MEGen: Generative Backdoor into Large Language Models via Model Editing
by: Qiu, Jiyang, et al.
Published: (2024)
by: Qiu, Jiyang, et al.
Published: (2024)
Plan-over-Graph: Towards Parallelable LLM Agent Schedule
by: Zhang, Shiqi, et al.
Published: (2025)
by: Zhang, Shiqi, et al.
Published: (2025)
Textual-to-Visual Iterative Self-Verification for Slide Generation
by: Xu, Yunqing, et al.
Published: (2025)
by: Xu, Yunqing, et al.
Published: (2025)
ParaCook: On Time-Efficient Planning for Multi-Agent Systems
by: Zhang, Shiqi, et al.
Published: (2025)
by: Zhang, Shiqi, et al.
Published: (2025)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)
by: Wu, Yexin, et al.
Published: (2024)
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
by: Zou, Anni, et al.
Published: (2023)
by: Zou, Anni, et al.
Published: (2023)
Dynamic Planning for LLM-based Graphical User Interface Automation
by: Zhang, Shaoqing, et al.
Published: (2024)
by: Zhang, Shaoqing, et al.
Published: (2024)
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains
by: Yan, Zihe, et al.
Published: (2025)
by: Yan, Zihe, et al.
Published: (2025)
The Inverse-Wisdom Law: Architectural Tribalism and the Consensus Paradox in Agentic Swarms
by: Shehata, Dahlia, et al.
Published: (2026)
by: Shehata, Dahlia, et al.
Published: (2026)
AgenticData: An Agentic Data Analytics System for Heterogeneous Data
by: Sun, Ji, et al.
Published: (2025)
by: Sun, Ji, et al.
Published: (2025)
MedDCR: Learning to Design Agentic Workflows for Medical Coding
by: Zheng, Jiyang, et al.
Published: (2025)
by: Zheng, Jiyang, et al.
Published: (2025)
Automating Supply Chain Disruption Monitoring via an Agentic AI Approach
by: AlMahri, Sara, et al.
Published: (2026)
by: AlMahri, Sara, et al.
Published: (2026)
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
by: Wu, Junde, et al.
Published: (2025)
by: Wu, Junde, et al.
Published: (2025)
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
by: Ning, Xuying, et al.
Published: (2026)
by: Ning, Xuying, et al.
Published: (2026)
AgenticMath: Enhancing LLM Reasoning via Agentic-based Math Data Generation
by: Liu, Xianyang, et al.
Published: (2025)
by: Liu, Xianyang, et al.
Published: (2025)
Multimodal Chain-of-Thought Reasoning in Language Models
by: Zhang, Zhuosheng, et al.
Published: (2023)
by: Zhang, Zhuosheng, et al.
Published: (2023)
You Only Look at Screens: Multimodal Chain-of-Action Agents
by: Zhang, Zhuosheng, et al.
Published: (2023)
by: Zhang, Zhuosheng, et al.
Published: (2023)
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
by: Cao, Zouying, et al.
Published: (2025)
by: Cao, Zouying, et al.
Published: (2025)
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
by: Li, Junlong, et al.
Published: (2022)
by: Li, Junlong, et al.
Published: (2022)
Revisiting Training-Inference Trigger Intensity in Backdoor Attacks
by: Lin, Chenhao, et al.
Published: (2025)
by: Lin, Chenhao, et al.
Published: (2025)
AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models
by: Wang, Yixu, et al.
Published: (2025)
by: Wang, Yixu, et al.
Published: (2025)
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining
by: Zhu, Xuanyu, et al.
Published: (2026)
by: Zhu, Xuanyu, et al.
Published: (2026)
No-Human in the Loop: Agentic Evaluation at Scale for Recommendation
by: Zhang, Tao, et al.
Published: (2025)
by: Zhang, Tao, et al.
Published: (2025)
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
by: Wu, Zongru, et al.
Published: (2024)
by: Wu, Zongru, et al.
Published: (2024)
Aggregation Queries over Unstructured Text: Benchmark and Agentic Method
by: Zhu, Haojia, et al.
Published: (2026)
by: Zhu, Haojia, et al.
Published: (2026)
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
by: Zhang, Yao, et al.
Published: (2025)
by: Zhang, Yao, et al.
Published: (2025)
The Trigger in the Haystack: Extracting and Reconstructing LLM Backdoor Triggers
by: Bullwinkel, Blake, et al.
Published: (2026)
by: Bullwinkel, Blake, et al.
Published: (2026)
The Auton Agentic AI Framework
by: Cao, Sheng, et al.
Published: (2026)
by: Cao, Sheng, et al.
Published: (2026)
Agentic Uncertainty Reveals Agentic Overconfidence
by: Kaddour, Jean, et al.
Published: (2026)
by: Kaddour, Jean, et al.
Published: (2026)
CodeCompass: Navigating the Navigation Paradox in Agentic Code Intelligence
by: Paipuru, Tarakanath
Published: (2026)
by: Paipuru, Tarakanath
Published: (2026)
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?
by: Wei, Qianshan, et al.
Published: (2026)
by: Wei, Qianshan, et al.
Published: (2026)
JudgeFlow: Agentic Workflow Optimization via Block Judge
by: Ma, Zihan, et al.
Published: (2026)
by: Ma, Zihan, et al.
Published: (2026)
Agentic AI Sustainability Assessment for Supply Chain Document Insights
by: Gosmar, Diego, et al.
Published: (2025)
by: Gosmar, Diego, et al.
Published: (2025)
Agentic LLMs in the Supply Chain: Towards Autonomous Multi-Agent Consensus-Seeking
by: Jannelli, Valeria, et al.
Published: (2024)
by: Jannelli, Valeria, et al.
Published: (2024)
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models
by: Zhao, Shuai, et al.
Published: (2023)
by: Zhao, Shuai, et al.
Published: (2023)
Verifiable Process Rewards for Agentic Reasoning
by: Yuan, Huining, et al.
Published: (2026)
by: Yuan, Huining, et al.
Published: (2026)
Skill Reuse as Compression in Agentic RL
by: Xu, Zhikun, et al.
Published: (2026)
by: Xu, Zhikun, et al.
Published: (2026)
ADR: An Agentic Detection System for Enterprise Agentic AI Security
by: Li, Chenning, et al.
Published: (2026)
by: Li, Chenning, et al.
Published: (2026)
Similar Items
-
MEGen: Generative Backdoor into Large Language Models via Model Editing
by: Qiu, Jiyang, et al.
Published: (2024) -
Plan-over-Graph: Towards Parallelable LLM Agent Schedule
by: Zhang, Shiqi, et al.
Published: (2025) -
Textual-to-Visual Iterative Self-Verification for Slide Generation
by: Xu, Yunqing, et al.
Published: (2025) -
ParaCook: On Time-Efficient Planning for Multi-Agent Systems
by: Zhang, Shiqi, et al.
Published: (2025) -
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)