Causal-Guided Detoxify Backdoor Attack of Open-Weight LoRA Models
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Linzhi, Sun, Yang, Wei, Hongru, Chen, Yuqi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LoBAM: LoRA-Based Backdoor Attack on Model Merging
by: Yin, Ming, et al.
Published: (2024)
by: Yin, Ming, et al.
Published: (2024)
Weight space Detection of Backdoors in LoRA Adapters
by: Merenciano, David Puertolas, et al.
Published: (2026)
by: Merenciano, David Puertolas, et al.
Published: (2026)
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
by: Liu, Hongyi, et al.
Published: (2024)
by: Liu, Hongyi, et al.
Published: (2024)
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
by: Ran, Delong, et al.
Published: (2025)
by: Ran, Delong, et al.
Published: (2025)
LoRA as Oracle
by: Arazzi, Marco, et al.
Published: (2026)
by: Arazzi, Marco, et al.
Published: (2026)
Backdoor Sentinel: Detecting and Detoxifying Backdoors in Diffusion Models via Temporal Noise Consistency
by: Wang, Bingzheng, et al.
Published: (2026)
by: Wang, Bingzheng, et al.
Published: (2026)
ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification
by: Roy, Bidhan, et al.
Published: (2025)
by: Roy, Bidhan, et al.
Published: (2025)
Concept-Guided Backdoor Attack on Vision Language Models
by: Shen, Haoyu, et al.
Published: (2025)
by: Shen, Haoyu, 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)
AC-LoRA: (Almost) Training-Free Access Control-Aware Multi-Modal LLMs
by: Lazier, Lara Magdalena, et al.
Published: (2025)
by: Lazier, Lara Magdalena, et al.
Published: (2025)
AutoBackdoor: Automating Backdoor Attacks via LLM Agents
by: Li, Yige, et al.
Published: (2025)
by: Li, Yige, et al.
Published: (2025)
Semantic-level Backdoor Attack against Text-to-Image Diffusion Models
by: Chen, Tianxin, et al.
Published: (2026)
by: Chen, Tianxin, et al.
Published: (2026)
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
by: Zhang, Rui, et al.
Published: (2025)
by: Zhang, Rui, et al.
Published: (2025)
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks
by: Yin, Yangxu, et al.
Published: (2025)
by: Yin, Yangxu, et al.
Published: (2025)
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
by: Li, Xi, et al.
Published: (2024)
by: Li, Xi, et al.
Published: (2024)
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models
by: Xu, Honghui, et al.
Published: (2025)
by: Xu, Honghui, et al.
Published: (2025)
BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity Lifting
by: Qiu, Huming, et al.
Published: (2023)
by: Qiu, Huming, et al.
Published: (2023)
Key-Conditioned Orthonormal Transform Gating (K-OTG): Multi-Key Access Control with Hidden-State Scrambling for LoRA-Tuned Models
by: Khan, Muhammad Haris
Published: (2025)
by: Khan, Muhammad Haris
Published: (2025)
Invisible Textual Backdoor Attacks based on Dual-Trigger
by: Hou, Yang, et al.
Published: (2024)
by: Hou, Yang, et al.
Published: (2024)
Stealthy Backdoor Attack to Real-world Models in Android Apps
by: Wei, Jiali, et al.
Published: (2025)
by: Wei, Jiali, et al.
Published: (2025)
FFCBA: Feature-based Full-target Clean-label Backdoor Attacks
by: Yin, Yangxu, et al.
Published: (2025)
by: Yin, Yangxu, et al.
Published: (2025)
When Backdoors Go Beyond Triggers: Semantic Drift in Diffusion Models Under Encoder Attacks
by: Chen, Shenyang, et al.
Published: (2026)
by: Chen, Shenyang, et al.
Published: (2026)
BadSkill: Backdoor Attacks on Agent Skills via Model-in-Skill Poisoning
by: Tie, Guiyao, et al.
Published: (2026)
by: Tie, Guiyao, et al.
Published: (2026)
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations
by: Ge, Huaizhi, et al.
Published: (2024)
by: Ge, Huaizhi, et al.
Published: (2024)
Trusted Weights, Treacherous Optimizations? Optimization-Triggered Backdoor Attacks on LLMs
by: Wang, Yifei, et al.
Published: (2026)
by: Wang, Yifei, et al.
Published: (2026)
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection
by: Lelle, Travis
Published: (2026)
by: Lelle, Travis
Published: (2026)
TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks
by: Mo, Xiaoxing, et al.
Published: (2025)
by: Mo, Xiaoxing, et al.
Published: (2025)
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
by: Luo, Jiayi, et al.
Published: (2025)
by: Luo, Jiayi, et al.
Published: (2025)
DeBackdoor: A Deductive Framework for Detecting Backdoor Attacks on Deep Models with Limited Data
by: Popovic, Dorde, et al.
Published: (2025)
by: Popovic, Dorde, et al.
Published: (2025)
SNEAKDOOR: Stealthy Backdoor Attacks against Distribution Matching-based Dataset Condensation
by: Yang, He, et al.
Published: (2026)
by: Yang, He, et al.
Published: (2026)
DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models
by: Kong, Kaichuan, et al.
Published: (2025)
by: Kong, Kaichuan, et al.
Published: (2025)
A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations
by: Zhou, Yihe, et al.
Published: (2025)
by: Zhou, Yihe, et al.
Published: (2025)
Rounding-Guided Backdoor Injection in Deep Learning Model Quantization
by: Chen, Xiangxiang, et al.
Published: (2025)
by: Chen, Xiangxiang, et al.
Published: (2025)
Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models
by: Ding, Zikang, et al.
Published: (2026)
by: Ding, Zikang, et al.
Published: (2026)
Heterogeneous Graph Backdoor Attack
by: Chen, Jiawei, et al.
Published: (2025)
by: Chen, Jiawei, et al.
Published: (2025)
Injecting Bias into Text Classification Models using Backdoor Attacks
by: Yavuz, A. Dilara, et al.
Published: (2024)
by: Yavuz, A. Dilara, et al.
Published: (2024)
Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras
by: Riaño, Roberto, et al.
Published: (2024)
by: Riaño, Roberto, et al.
Published: (2024)
ME: Trigger Element Combination Backdoor Attack on Copyright Infringement
by: Yang, Feiyu, et al.
Published: (2025)
by: Yang, Feiyu, et al.
Published: (2025)
Claim-Guided Textual Backdoor Attack for Practical Applications
by: Song, Minkyoo, et al.
Published: (2024)
by: Song, Minkyoo, et al.
Published: (2024)
Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering
by: Lyu, Xingyu, et al.
Published: (2025)
by: Lyu, Xingyu, et al.
Published: (2025)
Similar Items
-
LoBAM: LoRA-Based Backdoor Attack on Model Merging
by: Yin, Ming, et al.
Published: (2024) -
Weight space Detection of Backdoors in LoRA Adapters
by: Merenciano, David Puertolas, et al.
Published: (2026) -
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
by: Liu, Hongyi, et al.
Published: (2024) -
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
by: Ran, Delong, et al.
Published: (2025) -
LoRA as Oracle
by: Arazzi, Marco, et al.
Published: (2026)