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An overview of LLMs for cybersecurity.
| Date | Stars |
|---|---|
| 2026-07-31 | 1727 |
| 2026-08-06 | 1732 |
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<a name="top"></a> ## <div align="center">When LLMs Meet Cybersecurity: A Systematic Literature Review<div> <div align="center"> <a href="https://arxiv.org/abs/2405.03644"><img src="https://img.shields.io/static/v1?label=Paper&message=Arxiv:LLM4Cybersecurity&color=red&logo=arxiv"></a>   <img src="https://img.shields.io/badge/Papers-756+-blue">   <img src="https://img.shields.io/badge/Updated-2026.07.08-green">   <img src="https://img.shields.io/badge/Categories-11+-orange"> </div> <div align="center"> ### 🔍 Explore 756+ Papers Across 11 Research Categories **📊 RQ1: Domain LLMs** | **🎯 RQ2: Applications** | **🤖 RQ3: Future Directions** </div> ## Updates 📆[2026-06-15] We have updated the related papers up to **2026/06/15**, with *108* new papers added. 📆[2026-02-09] We have updated the related papers up to **2026/01/31**, with *80* new papers added (2025.08.31-2026.01.31). 📆[2025-11-17] We have updated the related papers up to **2025/08/31**, with *176* new papers added (2025.03.01-2025.08.31). 📆[2025-03-03] We have updated the related papers up to **2025/02/28**, with *33* new papers added (2025.01.01-2025.02.28). 📆[2025-01-21] We have updated the related papers up to **2024/12/31**, with *74* new papers added (2024.09.01-2024.12.31). 📆[2025-01-08] We have included **the publication venues** for each paper. 📆[2024-09-21] We have updated the related papers up to **2024/08/31**, with *75* new papers added (2024.06.01-2024.08.31). </details> ## Brief Introduction #### 📊 Paper Distribution by Research Question | RQ | Category | Papers | Percentage | Trend | |:---:|----------|--------|:----------:|:-------:| | **RQ1** | 📊 [Evaluation Benchmarks](LITERATURES.md#cybersecurity-evaluation-benchmarks) | 67 | 8.9% | 📊 Stable | | | 🔧 [Fine-tuned LLMs](LITERATURES.md#fine-tuned-domain-llms-for-cybersecurity) | 36 | 4.8% | 📊 Stable | | **RQ2** | 🛡️ [LLM Assisted Defense](LITERATURES.md#llm-assisted-defense) | 130 | 17.2% | 📈 Growing | | | 🐛 [Vulnerability Detection](LITERATURES.md#vulnerability-detection) | 106 | 14.0% | 📈 Growing | | | ⚔️ [LLM Assisted Attack](LITERATURES.md#llm-assisted-attack) | 110 | 14.6% | 🔥 Hot | | | 🔨 [Program/Vulnerability Repair](LITERATURES.md#program-or-vulnerability-repair) | 72 | 9.5% | 📊 Stable | | | 📦 [Others](LITERATURES.md#others) | 61 | 8.1% | 📊 Stable | | | 🎯 [Threat Intelligence](LITERATURES.md#threat-intelligence) | 53 | 7.0% | 📊 Stable | | | 🔍 [FUZZ](LITERATURES.md#fuzz) | 26 | 3.4% | 📊 Stable | | | ⚠️ [Insecure Code Generation](LITERATURES.md#insecure-code-generation) | 32 | 4.2% | 🚫 Unmaintained | | **RQ3** | 🤖 [Agent4Cybersecurity](LITERATURES.md#further-research-agent4cybersecurity) | 63 | 8.3% | 🚀 Emerging | --- ## 📜 Literatures **👉 [View Full Literature Review →](LITERATURES.md)** The complete literature review with 756+ papers has been moved to a separate file for better readability. ### Quick Links by Research Question: - **[RQ1: Domain LLMs Construction](LITERATURES.md#-rq1-how-to-construct-cybersecurity-oriented-domain-llmss-103-papers)** - [Cybersecurity Evaluation Benchmarks](LITERATURES.md#cybersecurity-evaluation-benchmarks) (67 papers) - [Fine-tuned Domain LLMs](LITERATURES.md#fine-tuned-domain-llms-for-cybersecurity) (36 papers) - **[RQ2: LLM Applications in Cybersecurity](LITERATURES.md#-rq2-what-are-the-potential-applications-of-llms-in-cybersecurity-590-papers)** - [Threat Intelligence](LITERATURES.md#threat-intelligence) (53 papers) - [FUZZ](LITERATURES.md#fuzz) (26 papers) - [Vulnerability Detection](LITERATURES.md#vulnerability-detection) (106 papers) - [Program/Vulnerability Repair](LITERATURES.md#program-or-vulnerability-repair) (72 papers) - [Insecure Code Generation](LITERATURES.md#insecure-code-generation) (32 papers) - [LLM Assisted Defense](LITERATURES.md#llm-assisted-defense) (130 papers) - [LLM Assisted Attack](LITERATURES.md#llm-assisted-attack) (110 papers) - [Others](LIT
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matched fp:4c403449e4ca751e, llm:Repository description: 'An overview of LLMs for cybersecurity.' (awesome list)
matched fp:4c403449e4ca751e, llm:Repository description: 'An overview of LLMs for cybersecurity.' (awesome list)
matched fp:4c403449e4ca751e, llm:Repository description: 'An overview of LLMs for cybersecurity.' (awesome list)
matched fp:4c403449e4ca751e, llm:Repository description: 'An overview of LLMs for cybersecurity.' (awesome list)
