Disclosed are various embodiments for preventing the unintended leakage of cookie data. In one embodiment, a browser application stores cookie data from a first network site having a high-level domain in a client computing device. A classification is assigned to a second network site having the high-level domain. The cookie data is sent to the second network site based at least in part on the classification rather than the default behavior of the browser application.