Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization
Fuente:
arXiv
Saved in:
| Main Authors: | Hao, Shuyang, Wang, Yiwei, Hooi, Bryan, Liu, Jun, Chen, Muhao, Huang, Zi, Cai, Yujun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense
by: Hao, Shuyang, et al.
Published: (2025)
by: Hao, Shuyang, et al.
Published: (2025)
Visual CoT Makes VLMs Smarter but More Fragile
by: Xu, Chunxue, et al.
Published: (2025)
by: Xu, Chunxue, et al.
Published: (2025)
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks
by: You, Wenhao, et al.
Published: (2025)
by: You, Wenhao, et al.
Published: (2025)
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack
by: Wang, Cheng, et al.
Published: (2025)
by: Wang, Cheng, et al.
Published: (2025)
How does Watermarking Affect Visual Language Models in Document Understanding?
by: Xu, Chunxue, et al.
Published: (2025)
by: Xu, Chunxue, et al.
Published: (2025)
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger
by: Chen, Yulin, et al.
Published: (2024)
by: Chen, Yulin, et al.
Published: (2024)
Automated Phishing Detection Using URLs and Webpages
by: Wang, Huilin, et al.
Published: (2024)
by: Wang, Huilin, et al.
Published: (2024)
RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
by: Jiang, Tanqiu, et al.
Published: (2024)
by: Jiang, Tanqiu, et al.
Published: (2024)
Multimodal Large Language Models for Phishing Webpage Detection and Identification
by: Lee, Jehyun, et al.
Published: (2024)
by: Lee, Jehyun, et al.
Published: (2024)
FlipAttack: Jailbreak LLMs via Flipping
by: Liu, Yue, et al.
Published: (2024)
by: Liu, Yue, et al.
Published: (2024)
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
by: Gong, Yichen, et al.
Published: (2023)
by: Gong, Yichen, et al.
Published: (2023)
Token-Efficient Prompt Injection Attack: Provoking Cessation in LLM Reasoning via Adaptive Token Compression
by: Cui, Yu, et al.
Published: (2025)
by: Cui, Yu, et al.
Published: (2025)
Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Models
by: Zou, Quanchen, et al.
Published: (2026)
by: Zou, Quanchen, et al.
Published: (2026)
Acoustic Interference: A New Paradigm Weaponizing Acoustic Latent Semantic for Universal Jailbreak against Large Audio Language Models
by: Wang, Yanyun, et al.
Published: (2026)
by: Wang, Yanyun, et al.
Published: (2026)
Geneshift: Impact of different scenario shift on Jailbreaking LLM
by: Wu, Tianyi, et al.
Published: (2025)
by: Wu, Tianyi, et al.
Published: (2025)
Jailbreaking Large Language Models Through Content Concretization
by: Wahréus, Johan, et al.
Published: (2025)
by: Wahréus, Johan, et al.
Published: (2025)
Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents
by: Ding, Renhua, et al.
Published: (2025)
by: Ding, Renhua, et al.
Published: (2025)
Knowledge-Driven Multi-Turn Jailbreaking on Large Language Models
by: Li, Songze, et al.
Published: (2026)
by: Li, Songze, et al.
Published: (2026)
InfoFlood: Jailbreaking Large Language Models with Information Overload
by: Yadav, Advait, et al.
Published: (2025)
by: Yadav, Advait, et al.
Published: (2025)
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
by: Hao, Shuyang, et al.
Published: (2024)
by: Hao, Shuyang, et al.
Published: (2024)
Cooking Up Risks: Benchmarking and Reducing Food Safety Risks in Large Language Models
by: Luo, Weidi, et al.
Published: (2026)
by: Luo, Weidi, et al.
Published: (2026)
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
by: Chao, Patrick, et al.
Published: (2024)
by: Chao, Patrick, et al.
Published: (2024)
SafeSteer: Adaptive Subspace Steering for Efficient Jailbreak Defense in Vision-Language Models
by: Zeng, Xiyu, et al.
Published: (2025)
by: Zeng, Xiyu, et al.
Published: (2025)
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
by: Zhao, Jiawei, et al.
Published: (2024)
by: Zhao, Jiawei, et al.
Published: (2024)
Large Language Lobotomy: Jailbreaking Mixture-of-Experts via Expert Silencing
by: Lintelo, Jona te, et al.
Published: (2026)
by: Lintelo, Jona te, et al.
Published: (2026)
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
by: Hu, Xiaomeng, et al.
Published: (2024)
by: Hu, Xiaomeng, et al.
Published: (2024)
Towards Robust Multimodal Large Language Models Against Jailbreak Attacks
by: Yin, Ziyi, et al.
Published: (2025)
by: Yin, Ziyi, et al.
Published: (2025)
Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction
by: Liu, Tong, et al.
Published: (2024)
by: Liu, Tong, et al.
Published: (2024)
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models
by: Jin, Haibo, et al.
Published: (2024)
by: Jin, Haibo, et al.
Published: (2024)
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
by: Chen, Yulin, et al.
Published: (2025)
by: Chen, Yulin, et al.
Published: (2025)
Autonomous Chain-of-Thought Distillation for Graph-Based Fraud Detection
by: Li, Yuan, et al.
Published: (2026)
by: Li, Yuan, et al.
Published: (2026)
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots
by: Deng, Gelei, et al.
Published: (2023)
by: Deng, Gelei, et al.
Published: (2023)
Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache
by: Yu, Ye, et al.
Published: (2026)
by: Yu, Ye, et al.
Published: (2026)
Every Keystroke You Make: A Tech-Law Measurement and Analysis of Event Listeners for Wiretapping
by: Munir, Shaoor, et al.
Published: (2025)
by: Munir, Shaoor, et al.
Published: (2025)
On Jailbreaking Quantized Language Models Through Fault Injection Attacks
by: Zahran, Noureldin, et al.
Published: (2025)
by: Zahran, Noureldin, et al.
Published: (2025)
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection
by: Cao, Tri, et al.
Published: (2024)
by: Cao, Tri, et al.
Published: (2024)
Emoji-Based Jailbreaking of Large Language Models
by: Gopinadh, M P V S, et al.
Published: (2026)
by: Gopinadh, M P V S, et al.
Published: (2026)
Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task Concurrency
by: Jiang, Yukun, et al.
Published: (2025)
by: Jiang, Yukun, et al.
Published: (2025)
Weight Equalization Algorithm for Tree Parity Machines
by: Stypiński, Miłosz, et al.
Published: (2024)
by: Stypiński, Miłosz, et al.
Published: (2024)
Privacy in Large Language Models: Attacks, Defenses and Future Directions
by: Li, Haoran, et al.
Published: (2023)
by: Li, Haoran, et al.
Published: (2023)
Similar Items
-
Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense
by: Hao, Shuyang, et al.
Published: (2025) -
Visual CoT Makes VLMs Smarter but More Fragile
by: Xu, Chunxue, et al.
Published: (2025) -
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks
by: You, Wenhao, et al.
Published: (2025) -
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack
by: Wang, Cheng, et al.
Published: (2025) -
How does Watermarking Affect Visual Language Models in Document Understanding?
by: Xu, Chunxue, et al.
Published: (2025)