{"id":26296198,"url":"https://github.com/rohancyberops/ids","last_synced_at":"2026-02-22T22:04:56.103Z","repository":{"id":274607370,"uuid":"923468521","full_name":"RohanCyberOps/IDS","owner":"RohanCyberOps","description":null,"archived":false,"fork":false,"pushed_at":"2025-10-18T14:07:15.000Z","size":19,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-19T08:43:24.339Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/RohanCyberOps.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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":"2025-01-28T09:54:59.000Z","updated_at":"2025-10-18T14:07:17.000Z","dependencies_parsed_at":"2025-07-20T19:34:56.158Z","dependency_job_id":"a177f0aa-f1ce-4798-a0ab-a978bd66b5fe","html_url":"https://github.com/RohanCyberOps/IDS","commit_stats":null,"previous_names":["rohancyberops/ids"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RohanCyberOps/IDS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohanCyberOps%2FIDS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohanCyberOps%2FIDS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohanCyberOps%2FIDS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohanCyberOps%2FIDS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RohanCyberOps","download_url":"https://codeload.github.com/RohanCyberOps/IDS/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RohanCyberOps%2FIDS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281533490,"owners_count":26517827,"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":"2025-10-28T02:00:06.022Z","response_time":60,"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":"2025-03-15T04:17:14.362Z","updated_at":"2025-10-28T23:46:49.968Z","avatar_url":"https://github.com/RohanCyberOps.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n---\n\n# AI-Powered Intrusion Detection System (IDS) 🚀  \n[![GitHub](https://img.shields.io/badge/GitHub-Repository-blue)](https://github.com/RohanCyberOps/IDS)  \nAn advanced **Cyber Security Tool** that leverages **Artificial Intelligence (AI)** to monitor network traffic and detect potential threats or intrusions in real time. This project is designed to enhance network security by identifying malicious activities with high precision.\n\n---\n\n## 🌟 Features  \n- **Real-Time Monitoring:** Continuously scans network traffic for unusual patterns.  \n- **AI-Based Detection:** Utilizes machine learning models to classify threats.  \n- **Customizable Rules:** Fine-tune detection parameters to suit your environment.  \n- **User-Friendly Interface:** Clear and detailed reports for network administrators.  \n- **Extensive Threat Database:** Identifies known and zero-day attacks.  \n\n---\n\n## 📁 Project Structure  \n```bash\nIDS/\n├── data/                 # Sample datasets for training/testing\n├── models/               # Pre-trained machine learning models\n├── src/                  # Source code for the IDS\n├── tests/                # Unit tests for the IDS\n├── README.md             # Project documentation\n├── requirements.txt      # Required Python libraries\n└── LICENSE               # License information\n```\n\n---\n\n## 🔧 Installation  \n\n1. **Clone the repository:**  \n   ```bash\n   git clone https://github.com/RohanCyberOps/IDS.git\n   cd IDS\n   ```\n\n2. **Install dependencies:**  \n   ```bash\n   pip install -r requirements.txt\n   ```\n\n3. **Run the application:**  \n   ```bash\n   python src/ai_engine.py\n   ```\n\n---\n\n## ⚙️ Configuration  \nModify the configuration in the `config.json` file:  \n```json\n{\n    \"network_interface\": \"eth0\",\n    \"alert_threshold\": 0.75,\n    \"log_file\": \"logs/ids.log\"\n}\n```\n\n---\n\n## 🧪 Datasets  \n- **Training Data:** Located in the `data/` folder. You can use your own datasets or publicly available ones like [CICIDS](https://www.unb.ca/cic/datasets/index.html).  \n- **Pre-Trained Models:** Found in the `models/` folder. Replace them with updated models if required.\n\n---\n\n## 🤖 How It Works  \n1. **Traffic Monitoring:** Captures live network traffic.  \n2. **Preprocessing:** Cleans and processes traffic data.  \n3. **AI Model:** Detects anomalies using supervised learning.  \n4. **Alerts:** Generates reports and real-time alerts for suspicious activity.  \n\n---\n\n## 🛠️ Built With  \n- **Python** 🐍  \n- **Scikit-Learn** 🤖  \n- **Pandas** 📊  \n- **TensorFlow/PyTorch** 🧠  \n\n---\n\n## 🛡️ Use Cases  \n- Detect unauthorized access or malware in networks.  \n- Prevent data breaches and sensitive information theft.  \n- Monitor enterprise networks for policy compliance.  \n\n---\n\n## 📝 Contribution  \nContributions are welcome! Follow these steps:  \n1. Fork the repository.  \n2. Create a feature branch: `git checkout -b feature/your-feature`.  \n3. Commit changes: `git commit -m 'Add your feature'`.  \n4. Push to the branch: `git push origin feature/your-feature`.  \n5. Create a pull request.\n\n---\n\n## 📜 License  \nThis project is licensed under the [MIT License](LICENSE).  \n\n---\n\n## 📞 Support  \nFor questions or issues, feel free to reach out:  \n- **Email:** Rohan150907@gmail.com  \n- **GitHub Issues:** [Submit here](https://github.com/RohanCyberOps/IDS/issues)\n\n---\n\n## ⭐ Acknowledgements  \n- Inspired by modern network security challenges.  \n- Thanks to [RohanCyberOps](https://github.com/RohanCyberOps) for creating this project!  \n\n---\n\n**🔗 [View Repository](https://github.com/RohanCyberOps/IDS)**  \n\nFeel free to suggest improvements or report issues to make this tool even better! 😊  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frohancyberops%2Fids","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frohancyberops%2Fids","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frohancyberops%2Fids/lists"}