No, stories of people people defecting to South Korea are really overblown by SK media. Most people who defected did so during the 1990s Korean famine.
The few people that do defect do so in order to reunite with separated family. They find themselves third class non-citizens, unable to obtain housing or employment, socially outcast, and exploited by the SK media and government for propaganda purposes.