Peyman Kabiri

Peyman Kabiri received his PhD in Computing and MSc in Real time Systems from the Nottingham Trent University, Nottingham-UK in years 2000 and 1996 respectively. He received his BEng in Computer Hardware Engineering from Iran’s University of Science and Technology, Tehran-Iran in 1992. He was with the Faculty of Computer Science/University of New Brunswick as project coordinator from early September 2004 till the end of September 2005.

His previous academic positions were as follows: Assistant Professor in School of Computer Engineering Iran University of Science and Technology where he is currently an Assistant Professor and Director of the Intelligent Automation Laboratory. He teaches courses in under graduate, post graduate levels and supervises BEng, MSc, and PhD students. He has published a number of journals and conference papers and he was Reviewer for several conferences and journals. His research interests include network intrusion detection, machine learning, remote sensing and robotics.

Publications

Privacy, Intrusion Detection and Response: Technologies for Protecting Networks
Privacy, Intrusion Detection and Response: Technologies for Protecting Networks
Peyman Kabiri. © 2012. 468 pages.
Though network security has almost always been about encryption and decryption, the field of network security is moving towards securing the network environment rather than just...
Dimension Reduction and its Effects on Clustering for Intrusion Detection
Dimension Reduction and its Effects on Clustering for Intrusion Detection
Peyman Kabiri, Ali Ghorbani. © 2012. 24 pages.
With recent advances in network based technology and the increased dependency of our every day life on this technology, assuring reliable operation of network based systems is...
Applying Weighted PCA on Multiclass Classification for Intrusion Detection
Applying Weighted PCA on Multiclass Classification for Intrusion Detection
Mohsen Moshki, Mehran Garmehi, Peyman Kabiri. © 2012. 22 pages.
In this chapter, application of Principal Component Analysis (PCA) and one of its extensions on intrusion detection is investigated. This extended version of PCA is modified to...