AI-agents-for-cybersecurity

(★ 221)

This repository contains resources and materials for courses and presentations related to AI Agents and Agentic Systems for Cybersecurity Operations by Omar Santos.

파일 탐색기

최종 버전 다운로드 (.zip)

- - codeguard-0-additional-cryptography.mdc
  - codeguard-0-api-web-services.mdc
  - codeguard-0-authentication-mfa.mdc
  - codeguard-0-authorization-access-control.mdc
  - codeguard-0-client-side-web-security.mdc
  - codeguard-0-cloud-orchestration-kubernetes.mdc
  - codeguard-0-data-storage.mdc
  - codeguard-0-devops-ci-cd-containers.mdc
  - codeguard-0-file-handling-and-uploads.mdc
  - codeguard-0-framework-and-languages.mdc
  - codeguard-0-iac-security.mdc
  - codeguard-0-input-validation-injection.mdc
  - codeguard-0-logging.mdc
  - codeguard-0-mobile-apps.mdc
  - codeguard-0-privacy-data-protection.mdc
  - codeguard-0-session-management-and-cookies.mdc
  - codeguard-0-supply-chain-security.mdc
  - codeguard-0-xml-and-serialization.mdc
  - codeguard-1-crypto-algorithms.mdc
  - codeguard-1-digital-certificates.mdc
  - codeguard-1-hardcoded-credentials.mdc
  - codeguard-1-safe-c-functions.mdc
- - codeguard-0-additional-cryptography.instructions.md
  - codeguard-0-api-web-services.instructions.md
  - codeguard-0-authentication-mfa.instructions.md
  - codeguard-0-authorization-access-control.instructions.md
  - codeguard-0-client-side-web-security.instructions.md
  - codeguard-0-cloud-orchestration-kubernetes.instructions.md
  - codeguard-0-data-storage.instructions.md
  - codeguard-0-devops-ci-cd-containers.instructions.md
  - codeguard-0-file-handling-and-uploads.instructions.md
  - codeguard-0-framework-and-languages.instructions.md
  - codeguard-0-iac-security.instructions.md
  - codeguard-0-input-validation-injection.instructions.md
  - codeguard-0-logging.instructions.md
  - codeguard-0-mobile-apps.instructions.md
  - codeguard-0-privacy-data-protection.instructions.md
  - codeguard-0-session-management-and-cookies.instructions.md
  - codeguard-0-supply-chain-security.instructions.md
  - codeguard-0-xml-and-serialization.instructions.md
  - codeguard-1-crypto-algorithms.instructions.md
  - codeguard-1-digital-certificates.instructions.md
  - codeguard-1-hardcoded-credentials.instructions.md
  - codeguard-1-safe-c-functions.instructions.md
- - assign_pr.yml
  - greetings.yml
- dependabot.yml
- - codeguard-0-additional-cryptography.md
  - codeguard-0-api-web-services.md
  - codeguard-0-authentication-mfa.md
  - codeguard-0-authorization-access-control.md
  - codeguard-0-client-side-web-security.md
  - codeguard-0-cloud-orchestration-kubernetes.md
  - codeguard-0-data-storage.md
  - codeguard-0-devops-ci-cd-containers.md
  - codeguard-0-file-handling-and-uploads.md
  - codeguard-0-framework-and-languages.md
  - codeguard-0-iac-security.md
  - codeguard-0-input-validation-injection.md
  - codeguard-0-logging.md
  - codeguard-0-mobile-apps.md
  - codeguard-0-privacy-data-protection.md
  - codeguard-0-session-management-and-cookies.md
  - codeguard-0-supply-chain-security.md
  - codeguard-0-xml-and-serialization.md
  - codeguard-1-crypto-algorithms.md
  - codeguard-1-digital-certificates.md
  - codeguard-1-hardcoded-credentials.md
  - codeguard-1-safe-c-functions.md
- - clustering.py
  - cve_clustering_analysis.png
  - cve_detailed_analysis.png
  - CVE_metadata_1000.tsv
  - CVE_vectors_1000.tsv
  - embeddings.py
  - README.md
- - basic_ollama_api.py
- chat_model_basic.py
- chatbot_example.py
- chunking_and_images.md
- huggingface_example.py
- README.md
- chat_prompt_template.py
- messages_placeholders.py
- prompt_engineering_techniques.md
- prompt_template_example.py
- README.md
- basic_chain_example1.py
- basic_chain_security_incident_chain_example.py
- branching_chains.py
- branching_chains_threat_hunting.py
- parallel_chains.py
- parallel_chains_threat_hunting.py
- README.md
- - llm_cheatsheet.md
  - ssrf.txt
  - tesla.json
  - tesla_hostnames.txt
- - embedding_cost_calculator.py
- basic_rag_part1.py
- basic_rag_part2.py
- basic_rag_part3.py
- embedding_deep_dive.py
- Intro_to_Agentic_RAG.md
- Intro_to_RAG.md
- README.md
- text_splitting_deep_dive.py
- web_scrape_basic.py
- - agent_chat.py
  - agent_docstore.py
  - README.md
- - agentic_RAG_details.md
  - agentic_rag_example.py
  - README.md
- - main.py
  - pentest_graph_nodes.py
  - pentest_graph_router.py
  - pentest_graph_state.py
  - README.md
- - README.md
  - soc_agent.py
- - cyber_agent.py
  - cyber_mcp_server.py
  - example_usage.py
  - README.md
- basic-agents-and-tools.md
- basic_agent_and_tools.py
- basic_agent_and_tools_scanner.py
- langgraph-and-agents.md
- langgraph-vs-langgraph-cloud.md
- README.md
.gitignore
AGENTS.md
CONTRIBUTING.md
LICENSE
pyproject.toml
README.md
requirements.txt
uv.lock

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/santosomar/AI-agents-for-cybersecurity

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd AI-agents-for-cybersecurity

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Python

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install -r part5_agents_and_tools/agent_deep_dive/langgraph/requirements.txt

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요

파이썬 스크립트(또는 모듈)를 실행합니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.