The gas price doesn't affect security at all. However it can mean the difference between getting confirmed in a reasonable 1 to 2 minutes or waiting hours or even days for it to confirm. Always, always, always check the current gas price before sending because your wallet is going to get this wrong 9 out of 10 times when there is heavy cycling in the prices.