Kon Kan was a Canadian synthpop band made up of Barry Harris and Kevin Wynne. Harry Houdini was the second single from their 1989 debut album, Move to Move. It made the Top 40 in Canada and climbed to #14 in New Zealand.
It's not a bad song -- very '80s. But the real reason you'll want to watch this is for the clip at 2:29 of a bound Houdini kissing Bess before he's thrown into the water. It's a very uncommon piece of Houdini footage. Enjoy your '80s flashback.