Voyeurism

is a kind of:
This Paraphilia is characterized by sexual fantasies, urges, or behaviors involving observing an unknowing and non-consenting person, usually unclothed and/or engaged in sexual activity, to produce sexual excitement.

Old criteria for this diagnosis.

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