Large Language Model

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Authors: Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim | Published: 2025-04-22 | Updated: 2025-04-28
Indirect Prompt Injection
Prompt Injection
Large Language Model
2025.04.22 2025.05.27
Literature Database

CTI-HAL: A Human-Annotated Dataset for Cyber Threat Intelligence Analysis

Authors: Sofia Della Penna, Roberto Natella, Vittorio Orbinato, Lorenzo Parracino, Luciano Pianese | Published: 2025-04-08
LLM Application
Model Performance Evaluation
Large Language Model
2025.04.08 2025.05.27
Literature Database

Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking

Authors: Yu-Hang Wu, Yu-Jie Xiong, Jie-Zhang | Published: 2025-04-08
LLM Application
Prompt Injection
Large Language Model
2025.04.08 2025.05.27
Literature Database

PiCo: Jailbreaking Multimodal Large Language Models via $\textbf{Pi}$ctorial $\textbf{Co}$de Contextualization

Authors: Aofan Liu, Lulu Tang, Ting Pan, Yuguo Yin, Bin Wang, Ao Yang | Published: 2025-04-02 | Updated: 2025-04-07
Model Performance Evaluation
Large Language Model
Watermark
2025.04.02 2025.05.27
Literature Database

Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing

Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-03-27
System Development
Prompt Injection
Large Language Model
2025.03.27 2025.05.27
Literature Database

BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models

Authors: Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun | Published: 2025-03-20
Backdoor Attack
Prompt Injection
Large Language Model
2025.03.20 2025.05.27
Literature Database

Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings

Authors: Zonghao Ying, Guangyi Zheng, Yongxin Huang, Deyue Zhang, Wenxin Zhang, Quanchen Zou, Aishan Liu, Xianglong Liu, Dacheng Tao | Published: 2025-03-19
Prompt Injection
Large Language Model
Attack Method
2025.03.19 2025.05.27
Literature Database

MirrorShield: Towards Universal Defense Against Jailbreaks via Entropy-Guided Mirror Crafting

Authors: Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang | Published: 2025-03-17 | Updated: 2025-05-20
Prompt Injection
Large Language Model
Attack Method
2025.03.17 2025.05.27
Literature Database

A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos

Authors: Yang Yao, Xuan Tong, Ruofan Wang, Yixu Wang, Lujundong Li, Liang Liu, Yan Teng, Yingchun Wang | Published: 2025-02-19 | Updated: 2025-06-03
Disabling Safety Mechanisms of LLM
Ethical Considerations
Large Language Model
2025.02.19 2025.06.05
Literature Database

“Short-length” Adversarial Training Helps LLMs Defend “Long-length” Jailbreak Attacks: Theoretical and Empirical Evidence

Authors: Shaopeng Fu, Liang Ding, Di Wang | Published: 2025-02-06
Prompt Injection
Large Language Model
Adversarial Training
2025.02.06 2025.05.27
Literature Database
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