Tools and techniques related to time window based canary solutions for browser security are provided. These tools may receive requests to generate canary values in connection with providing content maintained on server systems, and compute canary values in response to these requests. These canary values may be based on identity information associated with different users, site-specific values associated with websites accessed by these users, and representations of time windows associated with the requests.