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  ## Model Overview
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  Omega Guard is a sophisticated machine learning model designed to detect potentially harmful or malicious prompts in natural language interactions.
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  ## Key Features
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  - Advanced text and feature-based classification
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  - Comprehensive malicious prompt detection
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  - AI interaction security
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  ## Technical Details
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- - Classification Algorithm: Gradient Boosting
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  - Feature Types:
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  * TF-IDF text vectorization
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  * Security pattern detection
 
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  ## Model Overview
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  Omega Guard is a sophisticated machine learning model designed to detect potentially harmful or malicious prompts in natural language interactions.
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+ ## Compatibility Note
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+ This model has been specifically serialized for compatibility with:
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+ - scikit-learn: 1.3.2
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+ - numpy: 1.26.4
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+ - Serialization protocol: 2
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+
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  ## Key Features
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  - Advanced text and feature-based classification
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  - Comprehensive malicious prompt detection
 
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  - AI interaction security
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  ## Technical Details
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+ - Classification Algorithm: Random Forest
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  - Feature Types:
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  * TF-IDF text vectorization
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  * Security pattern detection