Snow tires can handle harsh conditions well in winter, especially black ice. But in this case, you should use studded snow tires to ensure the best grip, and your safety because the road surface with black ice is very slippery and dangerous.
In general, when encountering black ice on the road, I usually drive slowly, carefully and to be prepared for unexpected slippery situations.