Prompt leaking

CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection

Authors: Richard A. Dubniczky, Krisztofer Zoltán Horvát, Tamás Bisztray, Mohamed Amine Ferrag, Lucas C. Cordeiro, Norbert Tihanyi | Published: 2025-03-12 | Updated: 2025-03-31
Security Metric
Prompt leaking
Vulnerability Mitigation Technique
2025.03.12 2025.05.27
Literature Database

Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots

Authors: Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Jiyong Jang, Sicheng Mao, Muchao Ye, Jinyuan Jia, Zhaohan Xi | Published: 2025-02-28 | Updated: 2025-04-16
Cyber Threat Intelligence
Prompt leaking
Model Extraction Attack
2025.02.28 2025.05.27
Literature Database

Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents

Authors: Ivoline Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy | Published: 2025-02-22 | Updated: 2025-07-28
Privacy Risk Management
Prompt leaking
Watermark Evaluation
2025.02.22 2025.07.30
Literature Database

Unveiling Privacy Risks in LLM Agent Memory

Authors: Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He | Published: 2025-02-17 | Updated: 2025-06-03
Privacy Analysis
Prompt leaking
Causes of Information Leakage
2025.02.17 2025.06.05
Literature Database

QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language

Authors: Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang | Published: 2025-02-13 | Updated: 2025-05-26
Disabling Safety Mechanisms of LLM
Prompt leaking
教育的分析
2025.02.13 2025.05.28
Literature Database

Trustworthy AI: Safety, Bias, and Privacy — A Survey

Authors: Xingli Fang, Jianwei Li, Varun Mulchandani, Jung-Eun Kim | Published: 2025-02-11 | Updated: 2025-06-11
Bias
Prompt leaking
Differential Privacy
2025.02.11 2025.06.13
Literature Database

Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation

Authors: Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr | Published: 2025-02-01 | Updated: 2025-06-30
RAG
Prompt leaking
Membership Inference
2025.02.01 2025.07.02
Literature Database

Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense

Authors: Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Yuyu Zhao | Published: 2024-12-30 | Updated: 2025-04-15
Prompt leaking
Model DoS
Information Security
2024.12.30 2025.05.27
Literature Database

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 Injection
Prompt leaking
Vulnerability detection
2024.12.19 2025.05.27
Literature Database

Towards Action Hijacking of Large Language Model-based Agent

Authors: Yuyang Zhang, Kangjie Chen, Jiaxin Gao, Ronghao Cui, Run Wang, Lina Wang, Tianwei Zhang | Published: 2024-12-14 | Updated: 2025-06-12
Performance Evaluation
Prompt leaking
Large Language Model
2024.12.14 2025.06.14
Literature Database
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