Prompt Injection

Jatmo: Prompt Injection Defense by Task-Specific Finetuning

Authors: Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David Wagner | Published: 2023-12-29 | Updated: 2024-01-08
LLM Security
Cyber Attack
Prompt Injection
2023.12.29 2025.05.27
Literature Database

SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security

Authors: Zefang Liu | Published: 2023-12-26
LLM Performance Evaluation
Cybersecurity
Prompt Injection
2023.12.26 2025.05.27
Literature Database

ChatGPT, Llama, can you write my report? An experiment on assisted digital forensics reports written using (Local) Large Language Models

Authors: Gaëtan Michelet, Frank Breitinger | Published: 2023-12-22
Forensic Report
Prompt Injection
2023.12.22 2025.05.27
Literature Database

MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models

Authors: Hongyin Zhu | Published: 2023-12-22
LLM Security
Data Generation
Prompt Injection
2023.12.22 2025.05.27
Literature Database

HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion

Authors: Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Shuyu Cai, Mingyu Zhu, Banafsheh Saber Latibari, Kevin Immanuel Gubbi, Najmeh Nazari Bavarsad, Arjun Caputo, Avesta Sasan, Houman Homayoun, Setareh Rafatirad, Pratik Satam, Soheil Salehi | Published: 2023-12-21
CVE Information Extraction
Prompt Injection
Vulnerability Management
2023.12.21 2025.05.27
Literature Database

A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models

Authors: Aysan Esmradi, Daniel Wankit Yip, Chun Fai Chan | Published: 2023-12-18
Cyber Attack
Prompt Injection
Attack Method
2023.12.18 2025.05.27
Literature Database

JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Authors: Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Ming Hu, Jie Zhang, Yang Liu, Shiqing Ma, Chao Shen | Published: 2023-12-17 | Updated: 2025-03-15
Text Perturbation Method
Prompt Injection
Attack Method
2023.12.17 2025.05.27
Literature Database

Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models

Authors: Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Yuang Qi, Weiming Zhang, Nenghai Yu | Published: 2023-12-15 | Updated: 2024-10-10
Privacy Protection Method
Prompt Injection
Watermark Evaluation
2023.12.15 2025.05.27
Literature Database

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

Authors: Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin | Published: 2023-12-15
LLM Performance Evaluation
Program Analysis
Prompt Injection
2023.12.15 2025.05.27
Literature Database

Maatphor: Automated Variant Analysis for Prompt Injection Attacks

Authors: Ahmed Salem, Andrew Paverd, Boris Köpf | Published: 2023-12-12
LLM Security
Prompt Injection
Evaluation Method
2023.12.12 2025.05.27
Literature Database
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