{"id":28562695,"url":"https://github.com/sentinelbyte/cybersimmas","last_synced_at":"2025-10-10T02:37:33.407Z","repository":{"id":298136676,"uuid":"998991192","full_name":"SentinelByte/CyberSimMAS","owner":"SentinelByte","description":"A lightweight simulation framework for modeling attacker \u0026defender agents in a custom env.","archived":false,"fork":false,"pushed_at":"2025-07-30T20:11:44.000Z","size":27,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-30T22:52:45.900Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SentinelByte.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-06-09T15:12:04.000Z","updated_at":"2025-07-30T20:11:49.000Z","dependencies_parsed_at":"2025-06-09T16:37:35.928Z","dependency_job_id":null,"html_url":"https://github.com/SentinelByte/CyberSimMAS","commit_stats":null,"previous_names":["sentinelbyte/cyber-mas-sim"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SentinelByte/CyberSimMAS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SentinelByte%2FCyberSimMAS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SentinelByte%2FCyberSimMAS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SentinelByte%2FCyberSimMAS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SentinelByte%2FCyberSimMAS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SentinelByte","download_url":"https://codeload.github.com/SentinelByte/CyberSimMAS/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SentinelByte%2FCyberSimMAS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279002537,"owners_count":26083401,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-10T02:00:06.843Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-10T12:11:07.813Z","updated_at":"2025-10-10T02:37:33.401Z","avatar_url":"https://github.com/SentinelByte.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🛡️ Cyber MAS Sim\n\n## Multi Agent System Simulation for CyberSecurity WF\n\nSentinelByte 2025 (DCV)\n\nA lightweight simulation framework for modeling attacker and defender agents in a cybersecurity environment. Built from scratch to support reinforcement learning, automation, and cloud security training scenarios.\n\n\n## 🚀 Features\n\n- Simulated network with vulnerable nodes\n- Attacker and defender agents with pluggable logic\n- Logs, patching, and basic interaction tracking\n- Designed for future expansion: RL, PettingZoo, AWS/K8s integrations\n\n\n## 📁 Project Structure\n\n```\n\ncyber-mas-sim/\n├── agents/            # Attacker and Defender agents\n│   ├── attacker.py\n│   └── defender.py\n├── core/              # Simulation engine \u0026 utilities\n│   ├── simulation.py\n│   └── utils.py (optional)\n├── env/               # Simulated environment (nodes, network)\n│   ├── node.py\n│   └── network.py (optional)\n├── run.py             # Entrypoint to run the simulation\n├── requirements.txt   # Python dependencies\n|__ README.md\n\n````\n\n---\n\n## 🧪 Quick Start\n\n### 1. Clone and Setup\n```bash\ngit clone https://github.com/SentinelByte/cyberMasSim.git\ncd cyberMasSim\npython3 -m venv venv\nsource venv/bin/activate  # Windows: venv\\Scripts\\activate\npip install -r requirements.txt\n````\n\n### 2. Run the Simulation\n\n```bash\npython run.py\n```\n\n---\n\n## ✅ TODO\n\n* [ ] Add lateral movement and network graph\n* [ ] Introduce Reinforcement Learning (PettingZoo/Gym)\n* [ ] Model AWS or K8s-specific attack/defense behavior\n* [ ] Visualization (grid or graph)\n\n\n## 📜 License\n\nMIT License — free to use and modify.\n\n\n## 🙋‍♂️ About\n\nBuilt by SentinelByte. \n\nExploring Multi Agent Systems (MAS) for autonomous defense, cloud remediation, and adversarial simulation.\n\n````\ngitignore\n\n## Python\n__pycache__/\n*.pyc\n*.pyo\n*.pyd\n*.log\n\n## Envs\nvenv/\n.env\n\n## IDEs\n.vscode/\n.idea/\n````\n\n---\n\n## 🏷️ GitHub Tags and Topics\n\nRepo Tags:\n\n```\ncybersecurity, multi-agent-system, red-team, blue-team, simulation, python, cloud-security, SentinelByte\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsentinelbyte%2Fcybersimmas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsentinelbyte%2Fcybersimmas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsentinelbyte%2Fcybersimmas/lists"}