Class: AiRootShield::Enterprise::AIDetectionEngine

Inherits:
Object
  • Object
show all
Defined in:
lib/ai_root_shield/enterprise/hybrid_detection_engine.rb

Overview

AI detection engine for machine learning analysis

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(config) ⇒ AIDetectionEngine

Returns a new instance of AIDetectionEngine.



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 577

def initialize(config)
  @config = config
  @status = { active: false, predictions_made: 0 }
end

Instance Attribute Details

#status ⇒ Object (readonly)

Returns the value of attribute status.



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 575

def status
  @status
end

Instance Method Details

#analyze(data, real_time_result, options = {}) ⇒ Object 



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 592

def analyze(data, real_time_result, options = {})
  return {} unless @status[:active]
  
  risk_score = ml_risk_prediction(data, real_time_result)
  factors = ml_factor_detection(data, real_time_result)
  
  @status[:predictions_made] += 1
  
  {
    risk_score: risk_score,
    factors: factors,
    confidence: 0.92,
    model_version: '1.0',
    analysis_type: :ai_ml
  }
end

#learn_from_data(data, feedback) ⇒ Object 



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 609

def learn_from_data(data, feedback)
  # Machine learning model updates would go here
  true
end

#start ⇒ Object 



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 582

def start
  @status[:active] = true
  @status[:started_at] = Time.now.utc.iso8601
end

#stop ⇒ Object 



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# File 'lib/ai_root_shield/enterprise/hybrid_detection_engine.rb', line 587

def stop
  @status[:active] = false
  @status[:stopped_at] = Time.now.utc.iso8601
end