Awesome-LLM4Security
This project aims to consolidate and share high-quality resources and tools across the cybersecurity domain.
https://github.com/liu673/Awesome-LLM4Security
Last synced: about 21 hours ago
JSON representation
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资源列表
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项目
- SecurityGuardianAI
- Agentic LLM
- SecureBert_Malware-Classification
- Finetuning_SecurityLLM
- WhiteRabbitNeo
- Finetuning_SecurityLLM
- Adversarial Robustness Toolbox : document - AI/adversarial-robustness-toolbox) |
- flipkart_project
- PentestGPT
- WhiteRabbitNeo
- Whiterabbitneo-Pentestgpt
- LATTE
- AVScan2Vec
- PassGPT
- pwned-by-passgpt
- LLM Security 101
- SecurityGPT
- ChatCVE
- cybersecurity-ner
- ERNIE
- ceg-afpm
- CVE2TTP
- SecureBERT - plus](https://github.com/ehsanaghaei/SecureBERT-plus)<br />[SecureDeBERTa](https://github.com/ehsanaghaei/SecureDeBERTa)<br />[SecureGPT](https://github.com/ehsanaghaei/SecureGPT) |
- Adversarial Robustness Toolbox : document - AI/adversarial-robustness-toolbox) |
- flipkart_project
- PentestGPT
- CVE2TTP
- SecureBERT - plus](https://github.com/ehsanaghaei/SecureBERT-plus)<br />[SecureDeBERTa](https://github.com/ehsanaghaei/SecureDeBERTa)<br />[SecureGPT](https://github.com/ehsanaghaei/SecureGPT) |
- cybersecurity-ner
- ERNIE
- ceg-afpm
- LLM Security 101
- PassGPT
- SecurityGPT
- ChatCVE
- Colibri_8b_v0.1
- SecurityGPT
- SecGPT
- Whiterabbitneo-Pentestgpt
- Colibri_8b_v0.1
- LATTE
- CyberBase-13b
- SecurityGPT
- SecGPT
- secgpt
- AutoAudit
- SourceGPT
- ChatGPTScan
- chatgpt-code-analyzer
- secgpt
- langchain - 6B的微调模型对该事件进行分类。然后，根据分类后的结果，使用对应的prompt模板对ChatGLM-pro大模型进行请求，大模型根据向量库中的知识以及自身的逻辑推理能力，生成该类事件的分析研判流程。接着，Agent 根据事件的分析研判流程通过调用工具、访问大模型、请求网络等方式来对该事件进行研判。最后，根据分析的结果输出研判结论以及形成对应的研判报告。 | [AutoMSS](https://github.com/1700111005/autoMSS) |
- Q-A-bot
- cyber-security-llm-agents
- Galah
- LLM-CodeSecurityReviewer
- nuclei_gpt
- falco-gpt
- WPeChatGPT
- GPTreport
- GPT_Vuln-analyzer
- LLM-CodeSecurityReviewer
- nuclei_gpt
- Nuclei AI - Browser Extension
- falco-gpt
- WPeChatGPT
- LLMFuzzer
- LLM-SOC
- RagSecOps
- pentestpal
- Chainlit - Solidus/Sovereign-Chat) |
- fast-llm-security-guardrails
- cyber-security-llm-agents
- Galah
- CyberSecurityLLMTest
- OpenAI and FastAPI - Text summarization
- Security LLaMA2 Fine-tuning
- LLM-security
- LLM_Security
- MitreTagging
- CodeScanGPT
- Application of Large Language Models to DDoS Attack Detection
- LLM-security
- LLM_Security
- LLM Security Chatbot
- smartgrid-llm
- PyRIT
- Experiment AI Nutrition-Pro
- Admyral
- LLM Security Chatbot
- AISploit
- PyRIT
- Experiment AI Nutrition-Pro
- SecurityGuardianAI
- Admyral
- Real-Time-Network-Traffic-Analysis-with-LLM-API
- CVE2ATT-CK-LLM
- CVE2ATT-CK-LLM
- CodeScanGPT
- Application of Large Language Models to DDoS Attack Detection
- Callisto
- Ret2GPT
- BurpGPT
- nmap-GPT
- langchain - 6B的微调模型对该事件进行分类。然后，根据分类后的结果，使用对应的prompt模板对ChatGLM-pro大模型进行请求，大模型根据向量库中的知识以及自身的逻辑推理能力，生成该类事件的分析研判流程。接着，Agent 根据事件的分析研判流程通过调用工具、访问大模型、请求网络等方式来对该事件进行研判。最后，根据分析的结果输出研判结论以及形成对应的研判报告。 | [AutoMSS](https://github.com/1700111005/autoMSS) |
- GPTLens
- Audit GPT
- VulChatGPT
- Callisto
- Ret2GPT
- BurpGPT
- nmap-GPT
- GPTreport
- GPT_Vuln-analyzer
- LLMFuzzer
- LLM-SOC
- RagSecOps
- FlipLogGPT
- pentestpal
- CyberSecurityLLMTest
- Security LLaMA2 Fine-tuning
- HackMentor - 面向网络安全领域的大语言模型微调](https://mp.weixin.qq.com/s/EnGdEm0p6cXrdk42yrB90w) |
- AutoAudit
- SourceGPT
- ChatGPTScan
- chatgpt-code-analyzer
- GPTLens
- Audit GPT
- VulChatGPT
- Chainlit - Solidus/Sovereign-Chat) |
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论文
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- CDTier:中文威胁情报实体关系数据集 - 知乎 (zhihu.com)
- CTI View: APT Threat Intelligence Analysis System
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Vulcan：从非结构化文本中自动提取和分析网络威胁情报 - ScienceDirect --- Vulcan: Automatic extraction and analysis of cyber threat intelligence from unstructured text - ScienceDirect
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- RepresentThemAll：错误报告的通用学习表示
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- RepresentThemAll：错误报告的通用学习表示
- PassGPT: Password Modeling and (Guided) Generation with Large Language Models
- ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching
- 网络安全知识图谱构建综述 - ScienceDirect --- A survey on cybersecurity knowledge graph construction - ScienceDirect
- CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution
- 多源漏洞情报知识图谱构建研究
- SecTKG: A Knowledge Graph for Open-Source Security Tools (hindawi.com)
- ThreatLand: Extracting Intelligence from Audit Logs via NLP methods
- wosoc2023-23014-paper.pdf (ndss-symposium.org)
- 2019_cyberhunt.pdf (skopik.at)
- An Overview of Cybersecurity Knowledge Graphs Mapped to the MITRE ATT&CK Framework Domains
- Knowledge Graphs for Cybersecurity: A Framework for Honeypot Data Analysis
- Infer the missing facts of D3FEND using knowledge graph representation learning
- Recent Progress of Using Knowledge Graph for Cybersecurity (semanticscholar.org)
- 2019_cyberhunt.pdf (skopik.at)
- Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph
- Knowledge Graphs for Cybersecurity: A Framework for Honeypot Data Analysis
- Infer the missing facts of D3FEND using knowledge graph representation learning
- Open-CyKG：开放的网络威胁情报知识图 - ScienceDirect --- Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph - ScienceDirect
- K-CTIAA: Automatic Analysis of Cyber Threat Intelligence Based on a Knowledge Graph
- CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution
- 多源漏洞情报知识图谱构建研究
- SecTKG: A Knowledge Graph for Open-Source Security Tools (hindawi.com)
- ThreatLand: Extracting Intelligence from Audit Logs via NLP methods
- CSER: Enhancing Cybersecurity Entity Recognition Through Multidimensional Feature Fusion
- Joint contrastive learning and belief rule base for named entity recognition in cybersecurity
- CyberEntRel：使用深度学习联合提取网络实体和关系 - ScienceDirect --- CyberEntRel: Joint extraction of cyber entities and relations using deep learning - ScienceDirect
- A Span-based Multivariate Information-aware Embedding Network for joint relational triplet extraction of threat intelligence
- CyberEntRel：使用深度学习联合提取网络实体和关系 - ScienceDirect --- CyberEntRel: Joint extraction of cyber entities and relations using deep learning - ScienceDirect
- 威胁情报提取和融合的框架 - ScienceDirect --- A framework for threat intelligence extraction and fusion - ScienceDirect
- APTNER: A Specific Dataset for NER Missions in Cyber Threat Intelligence Field
- Vulcan：从非结构化文本中自动提取和分析网络威胁情报 - ScienceDirect --- Vulcan: Automatic extraction and analysis of cyber threat intelligence from unstructured text - ScienceDirect
- DNRTI: A Large-Scale Dataset for Named Entity Recognition in Threat Intelligence
- DNRTI: A Large-Scale Dataset for Named Entity Recognition in Threat Intelligence
- CTI View: APT Threat Intelligence Analysis System
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- K-CTIAA: Automatic Analysis of Cyber Threat Intelligence Based on a Knowledge Graph
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- PassGPT: Password Modeling and (Guided) Generation with Large Language Models
- ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching
- 网络安全知识图谱构建综述 - ScienceDirect --- A survey on cybersecurity knowledge graph construction - ScienceDirect
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
- CSER: Enhancing Cybersecurity Entity Recognition Through Multidimensional Feature Fusion
- Joint contrastive learning and belief rule base for named entity recognition in cybersecurity
- A Span-based Multivariate Information-aware Embedding Network for joint relational triplet extraction of threat intelligence
- 威胁情报提取和融合的框架 - ScienceDirect --- A framework for threat intelligence extraction and fusion - ScienceDirect
- APTNER: A Specific Dataset for NER Missions in Cyber Threat Intelligence Field
- Open-CyKG：开放的网络威胁情报知识图 - ScienceDirect --- Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph - ScienceDirect
- 多源漏洞情报知识图谱构建研究
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- Cybersecurity knowledge graphs (springer.com) - 023-01860-3) |
- 多源漏洞情报知识图谱构建研究
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参考资源
- OWASP Top 10 for Large Language Model Applications
- LLM Hacker's Handbook
- LLM Security
- Awesome-LLM-Security-Papers
- AI/ML/LLM-security-resources
- Awesome_GPT_Super_Prompting
- Awesome Security Vulnerability Project
- LLM Security
- Awesome-LLM-Security-Papers
- AI/ML/LLM-security-resources
- 404 StarLink Project
- 404 StarLink Project
- Awesome Security Vulnerability Project
- LLM Hacker's Handbook
- OWASP Top 10 for Large Language Model Applications
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数据集
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相关产品
- OpenCSG推出StarShip SecScan：AI驱动的软件安全革新
- Accelerate security operations with GenAI
- Attack Signal Intelligence
- 天融信“AI+安全”多款产品硬核集结
- Microsoft 安全 Copilot
- 奇安信Q-GPT安全机器人系统（QAX-GPT）
- Microsoft 安全 Copilot
- Hacker AI
- AI 防火墙 - cn/firewall-for-ai-zh-cn/) |
- Wiz成为第一个提供AI安全态势管理的CNAPP
- BurpGPT
- NgSecGPT 介绍
- 360 安全大模型 介绍
- OpenCSG推出StarShip SecScan：AI驱动的软件安全革新
- AI-powered Security Assistant
- Fortinet Advisor Applies the Power of GenAI to SecOps
- AI 防火墙 - cn/firewall-for-ai-zh-cn/) |
- Wiz成为第一个提供AI安全态势管理的CNAPP
- BurpGPT
- NgSecGPT 介绍
- 360 安全大模型 介绍
- OpenCSG推出StarShip SecScan：AI驱动的软件安全革新
- AI-powered Security Assistant
- Fortinet Advisor Applies the Power of GenAI to SecOps
- Accelerate security operations with GenAI
- Cortex® XSIAM平台
- Attack Signal Intelligence
- 天融信“AI+安全”多款产品硬核集结
- 中国移动携手启明星辰发布九天•泰合安全大模型
- 中国移动携手启明星辰发布九天•泰合安全大模型
- 奇安信Q-GPT安全机器人系统（QAX-GPT）
- Hacker AI
- Cortex® XSIAM平台
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其他资源
- When LLMs Meet Cybersecurity: A Systematic Literature Review
- 下一代网络安全应用程序：如何开发和部署 AI/ML、搜索和分析应用程序以转变企业网络安全
- 安全人工智能系统开发指南
- 2024 安全大模型技术与市场研究报告
- Awesome GPTs (Agents) for Cybersecurity 攻防两方面的GPT Agent
- 下一代网络安全应用程序：如何开发和部署 AI/ML、搜索和分析应用程序以转变企业网络安全
- 2024 安全大模型技术与市场研究报告
- Awesome GPTs (Agents) for Cybersecurity 攻防两方面的GPT Agent
- 安全人工智能系统开发指南
- When LLMs Meet Cybersecurity: A Systematic Literature Review
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附录
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点赞历史
- ![Star History Chart - history.com/#liu673/Awesome-LLM4Security&Date)
- ![Star History Chart - history.com/#liu673/Awesome-LLM4Security&Date)
- ![Star History Chart - history.com/#liu673/Awesome-LLM4Security&Date)
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Programming Languages
Keywords
llm
20
openai
15
security
14
ai
12
cybersecurity
12
gpt
9
chatgpt
9
python
6
openai-api
5
devsecops
4
large-language-models
4
golang
4
ai-red-team
3
langchain
3
generative-ai
3
red-team-tools
3
responsible-ai
3
gpt-4
3
gpt-3
3
cloud
3
secgpt
2
alpaca-lora
2
cyber-security
2
fine-tuning
2
llama
2
lora
2
cloud-audit
2
cloud-architecture
2
honeypot
2
security-tools
2
audit-log
2
devops
2
falco
2
kubernetes
2
sre
2
sysdig
2
threat-hunting
2
prompt-security
2
adversarial-machine-learning
2
resources
2
llm-guardrails
2
llm-security
2
mlsecurity
2
penetration-testing
2
ml
2
aisecurity
2
cloudsecurity
2
sbom
2
bert
2
ernie
2