Muhammad Ilyas

Research output

Research output per year 2005 2008 2013 2017 2019 2022

• 33 Conference contribution
• 23 Article
• 1 Book
• 1 Other contribution

Research output per year

Research output per year

Search results

• 2022

  Automatic License Plate Recognition in real-world traffic videos captured in unconstrained environment by a mobile camera

  Khan, I. R., Ali, S. T. A., Siddiq, A., Khan, M. M., Ilyas, M. U., Alshomrani, S. & Rahardja, S., 28 Apr 2022, In: Electronics (Switzerland). 11, 9, 1408.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Convolutional neural networks 100%
  • Cameras 77%
  • Transfer learning 65%
  • Testing 56%
  • Deep learning 49%
  139 Downloads (Pure)

• CODI bot: an accessible robot for new coders

  Ilyas, M. U., Khan, M. M., Laghari, F., Mansoor, S. B., Razzaque, A. & Alqarni, M. A., 11 Feb 2022, 2021 IEEE International Humanitarian Technology Conference (IHTC). IEEE, p. 1-8 8 p. 9698929

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • robot 100%
  • programming 48%
  • weekend 37%
  • hardware 31%
  • Pakistan 29%

• Machine learning approaches to network intrusion detection for contemporary internet traffic

  Ilyas, M. U. & Alharbi, S. A., May 2022, In: Computing. 104, 5, p. 1061–1076

  Research output: Contribution to journal › Article › peer-review

  • Network Intrusion Detection 100%
  • Internet Traffic 77%
  • Machine Learning 54%
  • Intrusion detection 50%
  • Attack 50%
• 2020

  Internet-of-Things-Infrastructure-as-a-Service: The democratization of access to public Internet-of-Things Infrastructure

  Ilyas, M. U., Ahmad, M. & Saleem, S., 2020, In: International Journal of Communication Systems.

  Research output: Contribution to journal › Article › peer-review
• 2019

  An Analytical Model of the Small World Effect in D2D Wireless Networks

  Ilyas, M. U., Khan, M. M., Radha, H., Al-Ghamdi, A. & Munshi, A., 1 Jan 2019, In: IEEE Access. 7, p. 35661-35672 12 p., 8637938.

  Research output: Contribution to journal › Article › peer-review

  • Small-world networks 100%
  • Analytical models 60%
  • Wireless networks 56%
  • Length 42%
  • Topology 32%

• An Improved Data-Aided Linear Estimator of Modulation Index for Binary CPM Signals

  Khan, S. A., Saleem, S., Hassan, S. A. & Ilyas, M. U., 2019, In: IEEE Signal Processing Letters.

  Research output: Contribution to journal › Article › peer-review

• Big data dimensionality reduction for wireless sensor networks using stacked autoencoders

  Sirshar, M., Saleem, S., Ilyas, M. U., Khan, M. M., Alkatheiri, M. S. & Alowibdi, J. S., 2019, Springer Proceedings in Complexity.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Emerging computer vision based machine learning issues for smart cities

  Khan, M. M., Ilyas, M. U., Saleem, S., Alowibdi, J. S. & Alkatheiri, M. S., 2019, Springer Proceedings in Complexity.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Energy Efficiency in Multipath Rayleigh Faded Wireless Sensor Networks Using Collaborative Communication

  Ghani, A., Naqvi, S. H. A., Ilyas, M. U., Khan, M. K. & Hassan, A., 1 Jan 2019, In: IEEE Access. 7, p. 26558-26570 13 p., 8643778.

  Research output: Contribution to journal › Article › peer-review

  • Communication 100%
  • Energy efficiency 86%
  • Wireless sensor networks 85%
  • Energy 51%
  • Communication systems 34%

• Instance launch-time analysis of OpenStack virtualization technologies with control plane network errors

  Ahmed, J., Malik, A., Ilyas, M. U. & Alowibdi, J. S., 2019, In: Computing.

  Research output: Contribution to journal › Article › peer-review

• IoT-IaaS: A new public cloud service to unleash innovation in the IoT space

  Ilyas, M. U., Khan, M. M., Saleem, S. & Alowibdi, J. S., 2019, Springer Proceedings in Complexity.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications

  Amjad, R., Hafiz, R., Ilyas, M. U., Younis, M. S. & Shafique, M., 2019, In: Microelectronics Journal.

  Research output: Contribution to journal › Article › peer-review

• Privacy concerns in online social networks: A users' perspective

  Ali, A., Malik, A. K., Ahmed, M., Raza, B. & Ilyas, M., 2019, In: International Journal of Advanced Computer Science and Applications.

  Research output: Contribution to journal › Article › peer-review
• 2018

  Live fingerprint detection using magnitude of perceived spatial stimuli and local phase information

  Mehboob, R., Dawood, H., Dawood, H., Ilyas, M. U., Guo, P. & Banjar, A., 13 Oct 2018, In: Journal of Electronic Imaging. 27, 5, 053038.

  Research output: Contribution to journal › Article › peer-review

  • Invariance 100%
  • Security systems 95%
  • Authentication 80%
  • Support vector machines 75%
  • Classifiers 66%

• Shedding light on the dark corners of the internet: A survey of tor research

  Saleh, S., Qadirb, J. & Ilyas, M. U., 2018

  Research output: Other contribution

• Shedding Light on the Dark Corners of the Internet: A Survey of Tor Research

  Saleh, S., Qadir, J. & Ilyas, M. U., 2018, In: Journal of Network and Computer Applications.

  Research output: Contribution to journal › Article › peer-review

• STMAC: Spatio-Temporal Coordination-Based MAC Protocol for Driving Safety in Urban Vehicular Networks

  Jeong, J., Shen, Y., Jeong, S., Lee, S., Jeong, H., Oh, T., Park, T., Ilyas, M. U., Son, S. H. & Du, D. H. C., 2018, In: IEEE Transactions on Intelligent Transportation Systems.

  Research output: Contribution to journal › Article › peer-review
• 2017

  A measurement study of open source SDN layers in OpenStack under network perturbation

  Malik, A., Ahmed, J., Qadir, J. & Ilyas, M. U., 2017, In: Computer Communications.

  Research output: Contribution to journal › Article › peer-review

• Analytical Modeling of End-to-End Delay in OpenFlow Based Networks

  Iqbal, A., Javed, U., Saleh, S., Kim, J., Alowibdi, J. S. & Ilyas, M. U., 2017, In: IEEE Access.

  Research output: Contribution to journal › Article › peer-review

• A stochastic model for transit latency in OpenFlow SDNs

  Javed, U., Iqbal, A., Saleh, S., Haider, S. A. & Ilyas, M. U., 2017, In: Computer Networks.

  Research output: Contribution to journal › Article › peer-review

• MuGKeG: Secure Multi-channel Group Key Generation Algorithm for Wireless Networks

  Ayub, N., Raja, M., Saleh, S. & Ilyas, M. U., 2017, In: Wireless Personal Communications.

  Research output: Contribution to journal › Article › peer-review

• Post summarization of microblogs of sporting events

  Gillani, M., Ilyas, M. U., Alowibdi, J. S., Aljohani, N., Saleh, S. & Alotaibi, F. S., 2017, 26th International World Wide Web Conference 2017, WWW 2017 Companion.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• vIoT: A first step towards a shared, multi-tenant IoT Infrastructure architecture

  Ahmad, M., Alowibdi, J. S. & Ilyas, M. U., 25 May 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, p. 308-313 6 p. 7962675

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things 100%
  • Testbeds 57%
  • Containers 55%
  • Linux 30%

• Word cloud segmentation for simplified exploration of trending topics on Twitter

  Shahid, N., Ilyas, M. U., Alowibdi, J. S. & Aljohani, N. R., 2017, In: IET Software.

  Research output: Contribution to journal › Article › peer-review
• 2016

  CRATER: A Crowd Sensing Application to Estimate Road Conditions

  Kalim, F., Jeong, J. P. & Ilyas, M. U., 1 Jan 2016, In: IEEE Access. 4, p. 8317-8326 10 p., 7563304.

  Research output: Contribution to journal › Article › peer-review

  • Smartphones 100%
  • Application 84%
  • Repair 43%
  • Engines 34%
  • Time 19%

• Detecting national political unrest on Twitter

  Raja, H., Ilyas, M. U., Saleh, S., Liu, A. X. & Radha, H., 27 May 2016, 2016 IEEE International Conference on Communications (ICC). IEEE, p. 1-7 7 p. 7511393

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Classifiers 100%

• Implementation and evaluation of a cooperative MAC protocol for smart data acquisition

  Amin, S., Ashraf, S., Faisal, M. S., Omar, M. S., Naqvi, S. A. R., Hassan, S. A. & Ilyas, M. U., 2016, IEEE Vehicular Technology Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Sentiment classification of tweets using hierarchical classification

  Baqapuri, A. I., Saleh, S., Ilyas, M. U., Khan, M. M. & Qamar, A. M., 27 May 2016, 2016 IEEE International Conference on Communications (ICC). IEEE, p. 1-7 7 p. 7511391

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pattern recognition 100%
  • Machine learning 83%
  • Classifiers 80%
  • Experiments 40%
• 2015

  IM session identification by outlier detection in cross-correlation functions

  Saleh, S., Ilyas, M. U., Khurshid, K., Liu, A. X. & Radha, H., 20 Mar 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS). IEEE, p. 1-5 5 p. 7086851

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection 100%
  • Detectors 74%
• 2014

  Automatic identification of CAPTCHA schemes

  Jalwana, M. A. A. K., Khan, M. M. & Ilyas, M. U., 2014

  Research output: Book/Report › Book

• Breaching IM session privacy using causality

  Saleh, S., Raja, M., Shahnawaz, M., Ilyas, M. U., Khurshid, K., Shafiq, M. Z., Liu, A. X., Radha, H. & Karande, S. S., 12 Dec 2014, 2014 IEEE Global Communications Conference. IEEE, p. 686-691 6 p. 7036887

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2013

  Activity recognition using smartphone sensors

  Anjum, A. & Ilyas, M. U., 14 Jan 2013, 2013 IEEE 10th Consumer Communications and Networking Conference (CCNC). IEEE, p. 914-919 6 p. 6488584

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Smartphones 100%
  • Stairs 88%
  • Classifiers 75%
  • Application programs 64%
  • Sensors 54%

• A Distributed Algorithm for Identifying Information Hubs in Social Networks

  Ilyas, M. U., Shafiq, M. Z., Liu, A. X. & Radha, H., 1 Sept 2013, In: IEEE Journal on Selected Areas in Communications. 31, 9, p. 629-640 12 p., 6544551.

  Research output: Contribution to journal › Article › peer-review

  • Parallel algorithms 100%
  • Marketing 20%

• Evaluating Spectrum Occupancy in Islamabad Using Long-Range Ultra-Wideband Spectrum Sensors

  Inayat, M. S., Delawer, I., Junaid, M., Ilyas, M. U., Qureshi, H. K. & Shah, Z., 5 Sept 2013, 2013 IEEE 78th Vehicular Technology Conference (VTC Fall). IEEE, p. 1-6 6 p. 6692199

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Testbeds 100%
  • Ultra-wideband (UWB) 97%
  • Sensors 52%
  • Transmitters 42%
  • Electrical engineering 29%

• Identifying Leaders and Followers in Online Social Networks

  Shafiq, M. Z., Ilyas, M. U., Liu, A. X. & Radha, H., 1 Sept 2013, In: IEEE Journal on Selected Areas in Communications. 31, 9, p. 618-628 11 p., 6544543.

  Research output: Contribution to journal › Article › peer-review

  • Health 100%

• On commenting behavior of facebook users

  Nasim, M., Ilyas, M. U., Rextin, A. & Nasim, N., 2013, HT 2013 - Proceedings of the 24th ACM Conference on Hypertext and Social Media.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Who are you talking to? Breaching privacy in encrypted IM networks

  Ilyas, M. U., Shafiq, M. Z., Liu, A. X. & Radha, H., 10 Oct 2013, 2013 21st IEEE International Conference on Network Protocols (ICNP). IEEE, p. 1-10 10 p. 6733573

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Telecommunication links 100%
  • Servers 52%
  • Time series 31%
  • Experiments 12%
• 2012

  A dynamic programming approach to maximizing a statistical measure of the lifetime of sensor networks

  Ilyas, M. U. & Radha, H., 2012, In: ACM Transactions on Sensor Networks.

  Research output: Contribution to journal › Article › peer-review
• 2011

  A distributed and privacy preserving algorithm for identifying information hubs in social networks

  Ilyas, M. U., Shafiq, M. Z., Liu, A. X. & Radha, H., 15 Apr 2011, 2011 Proceedings IEEE INFOCOM. IEEE, p. 561-565 5 p. 5935226

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Marketing 100%
  • Parallel algorithms 97%
  • Experiments 36%

• An Energy Efficient Link Layer Protocol for Power-Constrained Wireless Networks

  Soltani, S., Ilyas, M. U. & Radha, H., 4 Aug 2011, 2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN). IEEE, p. 1-6 6 p. 6006034

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wireless networks 100%
  • Network protocols 86%
  • Decoding 72%
  • Energy utilization 59%
  • Bit error rate 39%

• Identifying Influential Nodes in Online Social Networks Using Principal Component Centrality

  Ilyas, M. U. & Radha, H., 9 Jun 2011, 2011 IEEE International Conference on Communications (ICC). IEEE, p. 1-5 5 p. 5963147

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Eigenvalues and eigenfunctions 100%
  • Electric network analysis 96%

• On enabling cooperative communication and diversity combination in IEEE 802.15.4 wireless networks using off-the-shelf sensor motes

  Ilyas, M. U., Kim, M. & Radha, H., 2011, In: Wireless Networks.

  Research output: Contribution to journal › Article › peer-review
• 2010

  A KLT-inspired node centrality for identifying influential neighborhoods in graphs

  Ilyas, M. U. & Radha, H., 19 Mar 2010, 2010 44th Annual Conference on Information Sciences and Systems (CISS). IEEE, p. 1-7 7 p. 5464971

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Eigenvalues and eigenfunctions 100%
  • Spectrum analysis 24%
• 2009

  Modeling, estimating and predicting the packet-level Bit Error Rate process in IEEE 802.15.4 LR-WPANs using Hidden Markov Models

  Ilyas, M. U. & Radha, H., 2 Jun 2009, 2009 43rd Annual Conference on Information Sciences and Systems. IEEE, p. 241-246 6 p. 5054724. (Annual Conference on Information Sciences and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hidden Markov models 100%
  • Bit error rate 90%

• Reducing packet losses in networks of commodity IEEE 802.15.4 sensor motes using cooperative communication and diversity combination

  Ilyas, M. U., Kim, M. & Radha, H., 2009, Proceedings - IEEE INFOCOM.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2008

  A channel model for the bit error rate process in 802.15.4 LR-WPAN wireless channels

  Ilyas, M. U. & Radha, H., 2008, IEEE International Conference on Communications.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Long range dependence of IEEE 802.15.4 wireless channels

  Ilyas, M. U. & Radha, H., 2008, IEEE International Conference on Communications.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Measurement based analysis and modeling of the error process in IEEE 802.15.4 LR-WPANs

  Ilyas, M. U. & Radha, H., 2008, Proceedings - IEEE INFOCOM.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Measuring packet-level memory length of 802.15.4 wireless channels with relative mutual information

  Ilyas, M. U. & Radha, H., 2008, IEEE International Conference on Communications.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• On measuring memory length of the error rate process in wireless channels

  Ilyas, M. U. & Radha, H., 21 Mar 2008, 2008 42nd Annual Conference on Information Sciences and Systems. IEEE, p. 1262-1267 6 p. 4558712

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data storage equipment 100%
  • Personal communication systems 33%
  • Wireless local area networks (WLAN) 26%
  • Bit error rate 25%
  • Network protocols 18%