The present disclosure is directed to a video surveillance system and method for performing display-based video analytics on video streams provided by internet protocol (IP) cameras and/or a video management system (VMS) over an IP network. Display-based video analytics can perform video analytics on the video streams without a direct connection to the IP network. Because the display-based video analytics can perform video analytics on the video streams without being directly connected to the IP network, the display-based video analytics can be more readily implemented in video surveillance systems with secure IP networks.