Formerly, the Soviet administrative department responsible for maintaining prisons and forced labour camps (5)

I believe the answer is:

gulag

(Other definitions for gulag that I've seen before include "Soviet camps for dissidents" , "Soviet camp system" , "Labour administration" , "Russian labour camp system" , "Labour camp in the Soviet Union" .)

I've seen this clue in The Independent.

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