Yes, I consider storing something in a way that is a demonstrably secure as feasibly possible "safe", regardless of the timespans. Especially when compared to the alternative, which is fossil fuels spewing their waste straight into the air.
And a better analogy would be that what anti-nuclear folk are arguing is like saying we shouldn't go to space at all because there's radiation there.