Reasoning-targeted Jailbreak Attacks on Large Reasoning Models via Semantic Triggers and Psychological Framing
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Wang, Zehao, Wang, Lanjun |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems
par: Wang, Zehao, et autres
Publié: (2026)
par: Wang, Zehao, et autres
Publié: (2026)
Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning
par: Zhang, Chenyu, et autres
Publié: (2025)
par: Zhang, Chenyu, et autres
Publié: (2025)
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models
par: Lin, Shi, et autres
Publié: (2024)
par: Lin, Shi, et autres
Publié: (2024)
Adversarial Reasoning at Jailbreaking Time
par: Sabbaghi, Mahdi, et autres
Publié: (2025)
par: Sabbaghi, Mahdi, et autres
Publié: (2025)
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
par: Yao, Yang, et autres
Publié: (2025)
par: Yao, Yang, et autres
Publié: (2025)
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
par: Qu, Xingwei, et autres
Publié: (2025)
par: Qu, Xingwei, et autres
Publié: (2025)
Reasoned Safety Alignment: Ensuring Jailbreak Defense via Answer-Then-Check
par: Cao, Chentao, et autres
Publié: (2025)
par: Cao, Chentao, et autres
Publié: (2025)
The Laminar Flow Hypothesis: Detecting Jailbreaks via Semantic Turbulence in Large Language Models
par: Rahman, Md. Hasib Ur
Publié: (2025)
par: Rahman, Md. Hasib Ur
Publié: (2025)
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
par: Robey, Alexander, et autres
Publié: (2023)
par: Robey, Alexander, et autres
Publié: (2023)
AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking in Large Language Models
par: Wang, Xiangqi, et autres
Publié: (2025)
par: Wang, Xiangqi, et autres
Publié: (2025)
Steering Large Reasoning Models towards Concise Reasoning via Flow Matching
par: Li, Yawei, et autres
Publié: (2026)
par: Li, Yawei, et autres
Publié: (2026)
ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning
par: Kwon, Yongchan, et autres
Publié: (2025)
par: Kwon, Yongchan, et autres
Publié: (2025)
A Closer Look at Adversarial Suffix Learning for Jailbreaking LLMs: Augmented Adversarial Trigger Learning
par: Wang, Zhe, et autres
Publié: (2025)
par: Wang, Zhe, et autres
Publié: (2025)
Agentic Proposing: Enhancing Large Language Model Reasoning via Compositional Skill Synthesis
par: Jiao, Zhengbo, et autres
Publié: (2026)
par: Jiao, Zhengbo, et autres
Publié: (2026)
Are Large-Language Models Graph Algorithmic Reasoners?
par: Taylor, Alexander K, et autres
Publié: (2024)
par: Taylor, Alexander K, et autres
Publié: (2024)
Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers
par: Yang, Wang, et autres
Publié: (2026)
par: Yang, Wang, et autres
Publié: (2026)
QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals
par: Zhang, Nan, et autres
Publié: (2026)
par: Zhang, Nan, et autres
Publié: (2026)
Mitigating Hallucinations in Large Language Models via Causal Reasoning
par: Li, Yuangang, et autres
Publié: (2025)
par: Li, Yuangang, et autres
Publié: (2025)
DecepChain: Inducing Deceptive Reasoning in Large Language Models
par: Shen, Wei, et autres
Publié: (2025)
par: Shen, Wei, et autres
Publié: (2025)
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
par: Shen, Yi, et autres
Publié: (2025)
par: Shen, Yi, et autres
Publié: (2025)
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning
par: He, Qianxi, et autres
Publié: (2025)
par: He, Qianxi, et autres
Publié: (2025)
Restoring the Sweet Spot: Pass-Rate Weighted Self-Distillation for LLM Reasoning
par: Liu, Zehao, et autres
Publié: (2026)
par: Liu, Zehao, et autres
Publié: (2026)
Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
par: Wang, Yuanfu, et autres
Publié: (2026)
par: Wang, Yuanfu, et autres
Publié: (2026)
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
par: Pang, Bo, et autres
Publié: (2025)
par: Pang, Bo, et autres
Publié: (2025)
Towards Large Reasoning Models for Agriculture
par: Zaremehrjerdi, Hossein, et autres
Publié: (2025)
par: Zaremehrjerdi, Hossein, et autres
Publié: (2025)
LEPO: Latent Reasoning Policy Optimization for Large Language Models
par: Zhou, Yuyan, et autres
Publié: (2026)
par: Zhou, Yuyan, et autres
Publié: (2026)
Training Large Language Models to Reason via EM Policy Gradient
par: Xu, Tianbing
Publié: (2025)
par: Xu, Tianbing
Publié: (2025)
Beyond Reasoning Gains: Mitigating General Capabilities Forgetting in Large Reasoning Models
par: Phan, Hoang, et autres
Publié: (2025)
par: Phan, Hoang, et autres
Publié: (2025)
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
par: Camposampiero, Giacomo, et autres
Publié: (2025)
par: Camposampiero, Giacomo, et autres
Publié: (2025)
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
par: Mao, Yixiu, et autres
Publié: (2026)
par: Mao, Yixiu, et autres
Publié: (2026)
NK-GAD: Neighbor Knowledge-Enhanced Unsupervised Graph Anomaly Detection
par: Wang, Zehao, et autres
Publié: (2026)
par: Wang, Zehao, et autres
Publié: (2026)
ReasonCache: Accelerating Large Reasoning Model Serving through KV Cache Sharing
par: Chen, Kaiwen, et autres
Publié: (2025)
par: Chen, Kaiwen, et autres
Publié: (2025)
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
par: Wu, Zixuan, et autres
Publié: (2025)
par: Wu, Zixuan, et autres
Publié: (2025)
When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models
par: Zhang, Nan, et autres
Publié: (2025)
par: Zhang, Nan, et autres
Publié: (2025)
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
par: Sui, Yuan, et autres
Publié: (2025)
par: Sui, Yuan, et autres
Publié: (2025)
Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression
par: Huang, Jiameng, et autres
Publié: (2025)
par: Huang, Jiameng, et autres
Publié: (2025)
Mitigating Overthinking in Large Reasoning Models via Difficulty-aware Reinforcement Learning
par: Wan, Qian, et autres
Publié: (2026)
par: Wan, Qian, et autres
Publié: (2026)
Quantifying and Understanding Uncertainty in Large Reasoning Models
par: Li, Yangyi, et autres
Publié: (2026)
par: Li, Yangyi, et autres
Publié: (2026)
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
par: Yang, Junxiao, et autres
Publié: (2025)
par: Yang, Junxiao, et autres
Publié: (2025)
Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks
par: Wang, Zi, et autres
Publié: (2024)
par: Wang, Zi, et autres
Publié: (2024)
Documents similaires
-
When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems
par: Wang, Zehao, et autres
Publié: (2026) -
Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning
par: Zhang, Chenyu, et autres
Publié: (2025) -
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models
par: Lin, Shi, et autres
Publié: (2024) -
Adversarial Reasoning at Jailbreaking Time
par: Sabbaghi, Mahdi, et autres
Publié: (2025) -
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
par: Yao, Yang, et autres
Publié: (2025)