MEGen: Generative Backdoor into Large Language Models via Model Editing
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Jiyang, Ma, Xinbei, Zhang, Zhuosheng, Zhao, Hai, Li, Yun, Wang, Qianren |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness
by: Qiu, Jiyang, et al.
Published: (2025)
by: Qiu, Jiyang, 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)
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)
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
by: Wu, Zongru, et al.
Published: (2024)
by: Wu, Zongru, et al.
Published: (2024)
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
by: Tang, Zicong, et al.
Published: (2025)
by: Tang, Zicong, 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)
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)
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)
Multimodal Chain-of-Thought Reasoning in Language Models
by: Zhang, Zhuosheng, et al.
Published: (2023)
by: Zhang, Zhuosheng, et al.
Published: (2023)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)
by: Wu, Yexin, et al.
Published: (2024)
Identifying Knowledge Editing Types in Large Language Models
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023)
by: Tang, Xiangru, 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)
Analyzing And Editing Inner Mechanisms Of Backdoored Language Models
by: Lamparth, Max, et al.
Published: (2023)
by: Lamparth, Max, et al.
Published: (2023)
Structured Chemistry Reasoning with Large Language Models
by: Ouyang, Siru, et al.
Published: (2023)
by: Ouyang, Siru, et al.
Published: (2023)
Metacognitive Prompting Improves Understanding in Large Language Models
by: Wang, Yuqing, et al.
Published: (2023)
by: Wang, Yuqing, et al.
Published: (2023)
Spectral Editing of Activations for Large Language Model Alignment
by: Qiu, Yifu, et al.
Published: (2024)
by: Qiu, Yifu, et al.
Published: (2024)
LaCo: Large Language Model Pruning via Layer Collapse
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
by: Xu, Jiashu, et al.
Published: (2023)
by: Xu, Jiashu, et al.
Published: (2023)
Knowledge Editing for Large Language Models: A Survey
by: Wang, Song, et al.
Published: (2023)
by: Wang, Song, et al.
Published: (2023)
Clickbait Detection via Large Language Models
by: Wang, Han, et al.
Published: (2023)
by: Wang, Han, et al.
Published: (2023)
Mitigating Gender Bias in Code Large Language Models via Model Editing
by: Qin, Zhanyue, et al.
Published: (2024)
by: Qin, Zhanyue, et al.
Published: (2024)
An Information-Theoretic Framework for Robust Large Language Model Editing
by: Chen, Qizhou, et al.
Published: (2025)
by: Chen, Qizhou, et al.
Published: (2025)
Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models
by: Jiang, Peihai, et al.
Published: (2025)
by: Jiang, Peihai, et al.
Published: (2025)
When Emotion Becomes Trigger: Emotion-style dynamic Backdoor Attack Parasitising Large Language Models
by: Liu, Ziyu, et al.
Published: (2026)
by: Liu, Ziyu, et al.
Published: (2026)
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models
by: He, Zhiwei, et al.
Published: (2024)
by: He, Zhiwei, et al.
Published: (2024)
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace
by: Zhang, Jia-Chen, et al.
Published: (2025)
by: Zhang, Jia-Chen, et al.
Published: (2025)
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
by: Xu, Derong, et al.
Published: (2024)
by: Xu, Derong, et al.
Published: (2024)
Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
by: Yang, Dongjie, et al.
Published: (2025)
by: Yang, Dongjie, et al.
Published: (2025)
Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process
by: Chen, Zhijun, et al.
Published: (2025)
by: Chen, Zhijun, et al.
Published: (2025)
Cross-Lingual Knowledge Editing in Large Language Models
by: Wang, Jiaan, et al.
Published: (2023)
by: Wang, Jiaan, et al.
Published: (2023)
Precision Knowledge Editing: Enhancing Safety in Large Language Models
by: Li, Xuying, et al.
Published: (2024)
by: Li, Xuying, et al.
Published: (2024)
The Labyrinth and the Thread: Rethinking Regularizations in Sequential Knowledge Editing for Large Language Models
by: Wang, Zheng, et al.
Published: (2026)
by: Wang, Zheng, et al.
Published: (2026)
CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor
by: Xu, Zhenhua, et al.
Published: (2025)
by: Xu, Zhenhua, et al.
Published: (2025)
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)
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)
$μ$KE: Matryoshka Unstructured Knowledge Editing of Large Language Models
by: Su, Zian, et al.
Published: (2025)
by: Su, Zian, et al.
Published: (2025)
SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer
by: Cheng, Pengzhou, et al.
Published: (2024)
by: Cheng, Pengzhou, 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)
Similar Items
-
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024) -
Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness
by: Qiu, Jiyang, et al.
Published: (2025) -
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
by: Li, Junlong, et al.
Published: (2022) -
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
by: Zou, Anni, et al.
Published: (2023) -
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
by: Wu, Zongru, et al.
Published: (2024)