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Dr. Naima Iltaf
Assistant Professor
Department of Computer Software Engineering

MCS
National University of Sciences and Technology (NUST)
Military College of Signals, Humayun Road, Rawalpindi.
Tel : +92 321 5565221

Specialization
Recommender System, Trust Management, Distributed Systems

Education
PhD (National University of Sciences and Technology) Pakistan

Dr. Naima Iltaf has been teaching at National University of Sciences and Technology, Pakistan as an Assistant Professor since Sep, 2013. She completed her doctoral studies, working under the supervision of Dr. Mukhtar Hussain and Dr. Abdul Ghafoor, from National University of Sciences and Technology. She has eighteene publications including six journal publications and tweleve peer reviewed conference proceedings. Her research interests includes Recommender System, Trust Management, Distributed Systems and Image Processing.​​​

Research Interests

  • Recommender Systems
  • Web Mining 
  • Trust Management in E-Commerce, Social Networks, IoT
  • Distributed Systems
  • Image Processing
  • Journals (ISI Impact Factor)

  • M. Farooq, M. Riaz, A. Ghafoor, N. Iltaf,  “An Efficient Eulerian Video Magnification Technique for Micro-biology Applications”,Radioengineering (ISI Impact factor:0.96).
  • K. N. Sukhia , M. M. Riaz, A. Ghafoor and N. Iltaf, “Overlapping White Blood Cells Detection based on Watershed Transform and Circle Fitting”, Radioengineering(accepted) (ISI Impact factor:0.96 ).
  • Jabeen, M. Riaz, N. Iltaf, A. Ghafoor, “Image Contrast Enhancement using Weighted Transformation Function”, IEEE Sensors Journal, 2016 (ISI Impact factor : 2.52).
  • N. Iltaf, A. Ghafoor and U. Zia, “A Mechanism for Detecting Dishonest Recommendation in Indirect Trust Computation ”, EURASIP Journal on Wireless Communication and Networking, 2013  (ISI Impact factor :1.52).
  • N. Iltaf, A. Ghafoor, U. Zia and M. Hussain, “An Effective Model for Indirect Trust Computation in Pervasive Computing Environment”, Wireless Personal Communications, 2013(ISI Impact factor :0.458).
  • N. Iltaf, A. Ghafoor and M. Hussain, “Modelling Interaction Using Trust and Recommendation in Ubiquitous Computing Environment”, EURASIP Journal on Wireless Communication and Networking, 2012(ISI Impact factor : 1.52).
  • International Conferences

  • N. Iltaf, and A. Ghafoor “A Recommendation Exchange Protocol between Smart Devices in Pervasive Computing Environment”, The Ninth International Symposium on Frontiers of Information Systems and Network Applications (FINA-2013).
  • N. Iltaf, and A. Ghafoor “A Fuzzy Based Credibility Evaluation of Recommended Trust in Pervasive Computing Environment”, The 10h Annual IEEE Consumer Communications and Networking Conference, January 14-17, Las Vagas, USA, 2013.
  • N. Iltaf, A. Ghafoor and U. Zia,, “An Attack Resistant Method for Detecting Dishonest Recommendations in Pervasive Computing Environment”, The 18th international conference on networks (ICON 2012), Dec 12-14, Singapore, 2012. 
  • N. Iltaf, A. Ghafoor and M. Hussain, “An Adaptive Framework for Trust based Security in Pervasive Computing Environment”, The 9th Annual IEEE Consumer Communications and Networking Conference, January 17-19, Las Vagas, USA, 2012 
  • N. Iltaf, A. Ghafoor and M. Hussain, “On Trust Management for Multimedia P2P Applications in Autonomic Networking”, The 2011 IEEE Asia-Pacific Services Computing Conference, December 12-15, Jeju , Korea, pp. 24 – 28, 2011. 
  • N. Iltaf, A. Ghafoor and M. Hussain, “STEP-α: An Algorithmic Approach towards Trust based security in Pervasive Computing Environment”, The 2011 IEEE Asia-Pacific Services Computing Conference, December 12-15, Jeju , Korea, pp. 330 – 336, 2011. 
  • N. Iltaf, M.Hussain, and F. Kamran,“A Mathematical Approach Towards Trust Based Security in Pervasive Computing Environment”, 3rd International Conference on Information Security and Assurance (ISA 2009) South Korea.pp.  702 – 711, 2009. 
  • Iltaf, N.; Mahmud, U.; Kamran, F., "Security & trust enforcement in pervasive computing environment (STEP)," International Symposium on HONET, September 6-8, pp.1-5, 2006.
  • Mahmud, U., Iltaf, N.; Mahmud, U.; Kamran, F., "Context Congregator: Gathering Contextual Information in CAPP, " Proceedings of the International Conference on Frontiers of Information Technology, 2007.
  •  

  • Design of parallel and distributed Systems
  • Distributed Computing
  • Web Engineering
  • Software Development for Web
  • Web Technologies
  • Image Processing
  • Object Oriented Programming
  • Data Structure
  • Software Requirement Engineering
  • Software Project Management​