We propose privTAP, a personalized and semi-automated privacy assistant for TAPs. The assistant requires explicit user consent for each resource requested on a per-applet basis. PrivTAP also lets its users choose a privacy profile corresponding to their general privacy needs. These profiles are used to make tailored suggestions for privacy decisions with the aim of making the user interaction seamless.