Why is Israel expanding its offensive in Lebanon?

Despite a ceasefire that has been in place since mid-April, Israel continues military operations in Lebanon and has recently extended its ground offensive further north. Israeli forces have taken control of the symbolic Beaufort Castle, a medieval fortress. Israel says these actions are intended to prevent attacks by Hezbollah and strengthen its security along the border.