Due to the substantially different ecosystem we have to deal with when it comes to mobile security, it makes it harder to detect and react to malware attacks if using conventional techniques. We introduce the concept of Participatory Honeypot, a privacy-by-design system where users becomes partner of the collection of meaningful information subsequently used for the analysis