Techniques for determining potential sharing of private data are described herein. The techniques may include identifying content having computer readable access rules associated with a private domain of a social network, and identifying private data of the content. A potential share of the content outside of the private domain is detected and a search of the potential share to determine whether the potential share is associated with the private data is performed. The techniques may also include detecting a match between the potential share and the private data.