Yes, there have been instances where North Korean athletes have defected while competing in international sporting events like the Olympics. These defections are often seen as acts of political asylum, as athletes seek to escape the restrictive regime of North Korea. However, such defections are rare and can have significant consequences for the athletes and their families.