Methods and apparatuses are provided for automatically optimizing application program code for minimized access to privacy data. A privacy-oriented code optimizing module process and/or facilitate a processing one or more code segments, one or more execution logs associated with the one or more code segments, or a combination thereof to determine at least one privacy intrusion signature associated with the one or more code segments. Further, the privacy-oriented code optimizing module determines one or more recommendations for one or more alternate code segments based, at least in part, on the at least one privacy intrusion signature.