They are diesel/electric, knock-offs of a Russian/Chinese design. According to Wiki, only about 20 of them are large subs ~1800 tons each. The rest are much smaller, 300 tons, and a few midget subs.
On battery they will be very quiet, and could be dangerous to shipping if they actually decide to start shooting.
https://en.wikipedia.org/wiki/Korean_People's_Navy
