Overgrowth of trees and bushes can block natural surveillance and also act to deaden sound to reduce neighbors from hearing a break-in.
Proper upkeep signals that the location is well cared for and therefore inhospitable to criminal activity. This includes mowing grass, trimming trees and bushes, repairing broken glass and blinds, picking up trash and painting over graffiti immediately.