Yes.  When you attack another Player's City from the World Map, you will have a chance of capturing one of their Blocks.  If you successfully capture a Block, you will maintain control of the area for up to 72 hours and receive any Resources it produces during that time, unless that Player challenges you to a Battle and wins.