MarÕa de los Angeles Cosio Leon, in her paper [19] studies the privacy and security issues of privacy and security in a WSN based monitoring system. The paper considers the privacy aspect of when recording from the microphone or capturing video is to be considered inappropriate and when it is necessary by defining a filter for the same. This paper also considers active and passive attacks to the system along with key management schemes to ensure safe end to end communications.