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A heuristic risk scorer for cloud assets leveraging MITRE ATT&CK mappings and tags to evaluate and score risks. This tool helps in identifying, prioritizing, and mitigating potential vulnerabilities within cloud environments.

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samvas-codes/cspm-risk-scorer-poc

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CSPM Risk Scorer PoC

A heuristic risk scorer for cloud assets leveraging MITRE ATT&CK mappings and tags to evaluate and score risks. This tool helps in identifying, prioritizing, and mitigating potential vulnerabilities within cloud environments.

Key Features

  • MITRE ATT&CK Mappings: Integration with the globally-recognized framework to standardize threat assessment.
  • Tag-Based Scoring: Contextual risk scoring based on predefined tags, allowing for detailed analysis.
  • Heuristic Analysis: Uses heuristic methods to evaluate cloud configurations for potential security risks.

Benefits

  • Risk Prioritization: Score-based prioritization aids in focusing on the most critical vulnerabilities.
  • Contextual Insights: Provides a nuanced understanding of security postures through contextual tagging and analysis.
  • Integration with Existing Frameworks: Standardized approach compatible with organizations already using MITRE ATT&CK.

Usage

  1. Installation: Clone the repository and follow setup instructions in the README file.
  2. Configuration: Use the synthetic data or modeul your own cloud assets to appropriate MITRE ATT&CK techniques and define scoring heuristics.
  3. Running the Tool: Execute the tool to generate and review risk scores for assets.
  4. To Run the Tool: streamlit run risk-score-gen.py

Notes

The CSPM Risk Scorer PoC is a PoC tool for any organization looking to enhance its security posture by systematically assessing and prioritizing risks within their cloud environments. It uses synthetic data that has been generated using a seperate script. The data that you see in the UI may not be representational of a production cloud environment.

Streamlit UI

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A heuristic risk scorer for cloud assets leveraging MITRE ATT&CK mappings and tags to evaluate and score risks. This tool helps in identifying, prioritizing, and mitigating potential vulnerabilities within cloud environments.

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