@conference { ISI:000385280000048, title = {On the Deployment Quality for Multi-intrusion Detection in Wireless Sensor Networks}, booktitle = {PROCEEDINGS OF THE MEDITERRANEAN CONFERENCE ON INFORMATION \& COMMUNICATION TECHNOLOGIES 2015 (MEDCT 2015), VOL 2}, series = {Lecture Notes in Electrical Engineering}, volume = {381}, year = {2016}, note = {Mediterranean Conference on Information and Communication Technologies (MedCT), Saidia, MOROCCO, MAY 07-09, 2015}, 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.}, isbn = {978-3-319-30298-0; 978-3-319-30296-6}, issn = {1876-1100}, doi = {10.1007/978-3-319-30298-0\_48}, author = {Assad, Noureddine and Elbhiri, Brahim and Faqihi, My Ahmed and Ouadou, Mohamed and Aboutajdine, Driss}, editor = {ElOualkadi, A and Choubani, F and ElMoussati, A} }