Prompt Injection

LASHED: LLMs And Static Hardware Analysis for Early Detection of RTL Bugs

Authors: Baleegh Ahmad, Hammond Pearce, Ramesh Karri, Benjamin Tan | Published: 2025-04-30
Program Analysis
Prompt Injection
Vulnerability detection

XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs

Authors: Marco Arazzi, Vignesh Kumar Kembu, Antonino Nocera, Vinod P | Published: 2025-04-30
Disabling Safety Mechanisms of LLM
Prompt Injection
Explanation Method

ACE: A Security Architecture for LLM-Integrated App Systems

Authors: Evan Li, Tushin Mallick, Evan Rose, William Robertson, Alina Oprea, Cristina Nita-Rotaru | Published: 2025-04-29 | Updated: 2025-05-07
Indirect Prompt Injection
Prompt Injection
Information Flow Analysis

Token-Efficient Prompt Injection Attack: Provoking Cessation in LLM Reasoning via Adaptive Token Compression

Authors: Yu Cui, Yujun Cai, Yiwei Wang | Published: 2025-04-29
Token Compression Framework
Prompt Injection
Attack Method

Steering the CensorShip: Uncovering Representation Vectors for LLM “Thought” Control

Authors: Hannah Cyberey, David Evans | Published: 2025-04-23
Prompt Injection
Psychological Manipulation
Watermark

Automated Static Vulnerability Detection via a Holistic Neuro-symbolic Approach

Authors: Penghui Li, Songchen Yao, Josef Sarfati Korich, Changhua Luo, Jianjia Yu, Yinzhi Cao, Junfeng Yang | Published: 2025-04-22 | Updated: 2025-04-23
Query Generation Method
Prompt Injection
Vulnerability detection

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

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Authors: Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Yu Wang, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Wenjie Qu, Yue Liu, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Zhaoxin Fan, Yi Ding, Donghai Hong, Jiaming Ji, Yingxin Lai, Zitong Yu, Xinfeng Li, Yifan Jiang, Yanhui Li, Xinyu Deng, Junlin Wu, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Qiufeng Wang, Wenxuan Wang, Dongrui Liu, Yanwei Yue, Wenke Huang, Guancheng Wan, Heng Chang, Tianlin Li, Yi Yu, Chenghao Li, Jiawei Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Jiaheng Zhang, Tianwei Zhang, Xingjun Ma, Jindong Gu, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Lingjuan Lyu, Yuval Elovici, Bhavya Kailkhura, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu | Published: 2025-04-22 | Updated: 2025-05-19
Alignment
Safety of Data Generation
Prompt Injection

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models

Authors: Zhengxian Wu, Juan Wen, Wanli Peng, Ziwei Zhang, Yinghan Zhou, Yiming Xue | Published: 2025-04-18 | Updated: 2025-04-21
Prompt Injection
Attack Detection
Watermarking Technology

GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms

Authors: Sinan He, An Wang | Published: 2025-04-17
Alignment
Prompt Injection
Vulnerability Research