Knocking sound

I recorded an event that I was not allowed to put a microphone on the table. the only place I was allowed was under the table.

The problem was that every time a person moved on stage there is a knocking sound in the track.

Over an hour of a track, there is more than 500 same knocking sound.

Is there a way to remove all the knocking sound at once?