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