{"id":28989649,"url":"https://github.com/eshanized/sentinelmind","last_synced_at":"2025-07-22T03:04:35.419Z","repository":{"id":290108661,"uuid":"973389512","full_name":"eshanized/SentinelMind","owner":"eshanized","description":"XxX","archived":false,"fork":false,"pushed_at":"2025-04-26T22:47:27.000Z","size":154,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-24T23:12:02.547Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/eshanized.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2025-04-26T22:04:16.000Z","updated_at":"2025-04-26T22:47:30.000Z","dependencies_parsed_at":"2025-04-26T23:35:16.029Z","dependency_job_id":null,"html_url":"https://github.com/eshanized/SentinelMind","commit_stats":null,"previous_names":["eshanized/sentinelmind"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/eshanized/SentinelMind","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eshanized%2FSentinelMind","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eshanized%2FSentinelMind/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eshanized%2FSentinelMind/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eshanized%2FSentinelMind/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/eshanized","download_url":"https://codeload.github.com/eshanized/SentinelMind/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eshanized%2FSentinelMind/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266417042,"owners_count":23925300,"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":"2025-07-22T02:00:09.085Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":"2025-06-24T23:12:01.819Z","updated_at":"2025-07-22T03:04:35.397Z","avatar_url":"https://github.com/eshanized.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SentinelMind: AI-Powered Threat Hunting Engine\n\nSentinelMind is a modern security tool designed to detect anomalies and advanced persistent threats (APTs) from security log files using AI/ML techniques.\n\n*Featuring a sleek, modern dark blue interface optimized for security analysts*\n\n## Features\n\n- Modern, eye-catching dark-themed UI for security professionals\n- Anomaly detection in security logs using isolation forest algorithms\n- Support for multiple log formats (syslog, JSON, CSV)\n- Attack chain correlation to identify sophisticated threats\n- Interactive dashboard with visualizations\n- Command-line interface for automation\n\n## Installation\n\n```bash\n# Clone the repository\ngit clone https://github.com/yourusername/SentinelMind.git\ncd SentinelMind\n\n# Create and activate virtual environment (recommended)\npython -m venv venv\nsource venv/bin/activate  # Linux/Mac\n# or\nvenv\\Scripts\\activate  # Windows\n\n# Install dependencies\npip install -r sentinelmind/requirements.txt\n\n# Create required directories\nmkdir -p models logs\n```\n\n## Quick Start\n\n### Running the GUI\n\n```bash\npython -m sentinelmind.gui.main\n```\n\n### Using the CLI\n\n```bash\n# Scan a log file\npython -m sentinelmind.cli.main scan path/to/logfile.log\n\n# Train models with new log data\npython -m sentinelmind.cli.main train path/to/training_logs/\n\n# Export results to JSON or CSV\npython -m sentinelmind.cli.main export results.json\n\n# View system information\npython -m sentinelmind.cli.main info\n```\n\n## GUI Usage\n\n1. **Dashboard**: View statistics and visualizations of detected anomalies and threats\n2. **Scan**: Upload and analyze new log files\n3. **Anomalies**: Browse detailed information about detected anomalies\n4. **Attack Chains**: View correlated events that may represent attack chains\n\n## Training Models\n\nFor optimal results, train the models on your environment's logs:\n\n1. From the GUI: Go to Tools \u003e Train Models, select your training log directory\n2. From CLI: `python -m sentinelmind.cli.main train path/to/logs/`\n\nThe application comes with sample logs in `sentinelmind/data/sample_logs/` that you can use for initial training.\n\n## Supported Log Formats\n\n- **Syslog**: Standard system logs (auth.log, syslog, etc.)\n- **JSON/JSONL**: Structured JSON logs (one per line for JSONL)\n- **CSV**: Comma-separated values with headers\n\n## Customization\n\nThe application appearance can be modified by editing:\n- `sentinelmind/resources/style.qss` - Main stylesheet for the application\n\n## Troubleshooting\n\n### Common Issues\n\n- If encountering \"QApplication not defined\" or similar import errors, check requirements installation\n- If models fail to load, ensure the `models` directory exists and train models first\n- For parsing errors, check that your log format is supported\n\n## Contributing\n\nContributions are welcome! Please feel free to submit pull requests or open issues for bugs and feature requests.\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details. ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feshanized%2Fsentinelmind","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feshanized%2Fsentinelmind","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feshanized%2Fsentinelmind/lists"}