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kleptophobia

n. abnormal#Adjective fear of (l en theft).

Wikipedia
Kleptophobia

Kleptophobia (or cleptophobia) is an irrational fear of stealing ( theft) or of being robbed. This fear is often caused by a traumatic experience in the past, such as being a victim of robbery.