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The number of login options on web sites has increased since the introductionof web single sign-on (SSO) protocols. Web SSO services allow users to grantweb sites or relying parties (RPs) access to their personal profile informationfrom identity provider (IdP) accounts. Many RP sites do not provide sufficientprivacy information that could help users make informed login decisions.Moreover, privacy differences in permission requests across login options arelargely hidden from users and are time-consuming to manually extract andcompare. In this paper, we present an empirical analysis of popular RPimplementations supporting three major IdP login options (Facebook, Google, andApple) and categorize RPs in the top 500 sites into four client-side codepatterns. Informed by these RP patterns, we design and implement SSOPrivateEye(SPEye), a browser extension prototype that extracts and displays to userspermission request information from SSO login options in RPs covering the threeIdPs.

"Sign in with ... Privacy'': Timely Disclosure of Privacy Differences among Web SSO Login Options