From Vulnerabilities to Remediation: A Systematic Literature Review of LLMs in Code Security
Authors: Enna Basic, Alberto Giaretta | Published: 2024-12-19 | Updated: 2025-04-14
Prompt leaking
ThreatModeling-LLM: Automating Threat Modeling using Large Language Models for Banking System
Authors: Tingmin Wu, Shuiqiao Yang, Shigang Liu, David Nguyen, Seung Jang, Alsharif Abuadbba | Published: 2024-11-26 | Updated: 2025-05-14
PEEK: Phishing Evolution Framework for Phishing Generation and Evolving Pattern Analysis using Large Language Models
Authors: Fengchao Chen, Tingmin Wu, Van Nguyen, Shuo Wang, Alsharif Abuadbba, Carsten Rudolph | Published: 2024-11-18 | Updated: 2025-05-06
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
Authors: Jiawei Zhao, Kejiang Chen, Weiming Zhang, Nenghai Yu | Published: 2024-11-03 | Updated: 2025-05-21
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
Authors: Yutong Cheng, Osama Bajaber, Saimon Amanuel Tsegai, Dawn Song, Peng Gao | Published: 2024-10-28 | Updated: 2025-04-21
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models
Authors: Zi Liang, Haibo Hu, Qingqing Ye, Yaxin Xiao, Haoyang Li | Published: 2024-08-05 | Updated: 2025-02-12
From Sands to Mansions: Towards Automated Cyberattack Emulation with Classical Planning and Large Language Models
Authors: Lingzhi Wang, Zhenyuan Li, Yi Jiang, Zhengkai Wang, Zonghan Guo, Jiahui Wang, Yangyang Wei, Xiangmin Shen, Wei Ruan, Yan Chen | Published: 2024-07-24 | Updated: 2025-04-17
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications
Authors: Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang | Published: 2024-04-26
Stealing Part of a Production Language Model
Authors: Nicholas Carlini, Daniel Paleka, Krishnamurthy Dj Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Itay Yona, Eric Wallace, David Rolnick, Florian Tramèr | Published: 2024-03-11 | Updated: 2024-07-09
Secret Collusion among Generative AI Agents: Multi-Agent Deception via Steganography
Authors: Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier, Vijay Bolina, Philip H. S. Torr, Lewis Hammond, Christian Schroeder de Witt | Published: 2024-02-12 | Updated: 2025-04-14