@article {Assad2016469, title = {On the deployment quality for multi-intrusion detection in wireless sensor networks}, journal = {Lecture Notes in Electrical Engineering}, volume = {381}, year = {2016}, note = {cited By 0}, pages = {469-478}, abstract = {The intrusion detection in a Wireless Sensor Network is defined as a mechanism to monitor and detect any intruder in a sensing area. The sensor deployment quality is a critical issue since it reflects the cost and detection capability of a wireless sensor network. When the random deployment is required, which sensor nodes are uniformly randomly distributed over on surface area, determining the deployment quality becomes challenging. In the intrusion detection application, it is necessary to define more precise measures of sensing range and node density that impact overall system performance. To enhance the detection quality for single/multi intrusion, a probabilistic intrusion detection models are adopted, called single and multi sensing probability detection and the deployment quality issue is surveyed and analysed in term of coverage. {\textcopyright} Springer International Publishing Switzerland 2016.}, doi = {10.1007/978-3-319-30298-0_48}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964066188\&doi=10.1007\%2f978-3-319-30298-0_48\&partnerID=40\&md5=5dca2bc944d09de42dd56334a955161e}, author = {Assad, N.a and Elbhiri, B.b and Faqihi, M.A.c and Ouadou, M.a and Aboutajdine, D.a} }