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Perpetrator
Context Specific
Used mostly in legal or formal contexts, where the action has serious consequences. 
Negative Connotation
The word has negative vibes, implying the action done is wrong or harmful. 
Not for Accidents
'Perpetrator' is not used for someone causing accidental harm. 