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Create Anomaly_score.py
Browse files- Anomaly_score.py +36 -0
Anomaly_score.py
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# anomaly_score.py
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import datetime
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class AnomalyScorer:
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def __init__(self):
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self.history = []
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def score_event(self, event_type: str, data: dict) -> dict:
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base_score = {
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"unauthorized_access": 80,
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"unexpected_output": 50,
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"module_instability": 60,
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"unknown_connection": 90,
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"philosophical_dissonance": 40,
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}.get(event_type, 10)
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# Increase score if suspicious data is present
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if data.get("confidence") and data["confidence"] < 0.4:
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base_score += 20
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if "kill" in data.get("content", "").lower():
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base_score += 50
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result = {
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"timestamp": datetime.datetime.utcnow().isoformat(),
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"event": event_type,
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"score": min(base_score, 100),
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"notes": f"Scored anomaly: {event_type}"
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}
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self.history.append(result)
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return result
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def get_history(self):
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return self.history
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