The Russians actually dumped barrels of nuclear waste in the Kara sea.

"17,000 containers and 19 vessels with radioactive waste, as well as 14 nuclear reactors, five of which contain hazardous spent fuel."

https://www.bbc.com/news/world-europe-21119774.amp