Modifying network connection policies of a wireless device based on user activity levels. One or more activity indicators of the wireless device may be monitored. One or more criteria for wireless network blacklisting may be selected based on the one or more activity indicators. The criteria may include different types of connectivity problems. A wireless network may be detected. The wireless network may be monitored for connectivity problems. The wireless network may be blacklisted if connectivity problems meeting the selected criteria for wireless network blacklisting are determined to have occurred.