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For IR, each download format is associated with specific REQUEST value. For CSV files, its CSV. So you can put the condition for columns using :REQUEST value as follows.
Goto Report Attributes -> Select Column you want to hide for CSV export -> Conditional Display
Condition Type- PL/SQL
Expression1- :REQUEST IS NULL OR :REQUEST != 'CSV'