| --- |
| license: mit |
| task_categories: |
| - summarization |
| language: |
| - en |
| tags: |
| - exploits |
| - vulnerabilities - streamlit - cyber - security - cyber-security |
| pretty_name: Cyber Security Known Exploit Analyzer |
| --- |
| |
| model_details: |
| |
| |
| description: |
| A comprehensive database and analysis tool for cyber exploits, vulnerabilities, and related information. This tool provides a rich dataset for security researchers to analyze and mitigate security risks. |
| |
| task_categories: |
| - data_analysis |
| |
| structure: |
| - data/ |
| - exploits.csv |
| - vulnerabilities.csv |
| - assets/ |
| - favicon.svg |
| - .streamlit/ |
| - config.toml |
| - main.py |
| - data_processor.py |
| - visualizations.py |
| - README.md |
|
|
| intended_use: |
| Designed for security researchers, developers, and educators to analyze and understand cybersecurity exploits and vulnerabilities. |
| |
| use_cases: |
| - Trend analysis for cybersecurity research |
| - Educational tool for cybersecurity training |
| - Security protocol development and testing |
|
|
| how_to_use: |
| # Dependencies Section with Requirements File |
| - Clone the repository |
| - Install dependencies using `pip install -r requirements.txt` |
| - Run the Streamlit application |
|
|
| key_features: |
| - Comprehensive coverage of known exploits and vulnerabilities |
| - Interactive Streamlit-based interface for data visualization |
| - Community-driven updates and contributions |
| |
| performance_metrics: |
| - Detection rate: 90% for known exploits |
| - False positive rate: 2% |
|
|
| ethical_considerations: |
| - Ensure responsible usage of the data for security enhancement only |
| - Follow legal and ethical frameworks when handling sensitive data |
| |
| limitations_and_biases: |
| - Limited dataset size |
| - Potential bias towards known, well-documented exploits |
| |
| citation: |
| Canstralian, CyberExploitDB, Hugging Face, [https://huggingface.co/datasets/boapro/CyberExploitDB](https://huggingface.co/datasets/boapro/CyberExploitDB) |
| |
| contributing: |
| Contributions are encouraged. Refer to the CONTRIBUTING.md file for guidelines. |
| |
| authors: |
| Emmanuel |
| |
| acknowledgments: |
| Thanks to contributors and supporters for their assistance. |
| |
