Muhammad Usama
Muhammad Usama
Information Technology University Lahore
Verified email at itu.edu.pk
Title
Cited by
Cited by
Year
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges
M Usama, J Qadir, A Raza, H Arif, KLA Yau, Y Elkhatib, A Hussain, ...
IEEE Access, 2019
462019
Artificial intelligence as an enabler for cognitive self-organizing future networks
S Latif, F Pervez, M Usama, J Qadir
arXiv preprint arXiv:1702.02823, 2017
102017
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward
M Usama, J Qadir, A Al-Fuqaha
2018 IEEE 43rd Conference on Local Computer Networks Workshops (LCN …, 2018
82018
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems
M Usama, M Asim, S Latif, J Qadir
2019 15th International Wireless Communications & Mobile Computing …, 2019
72019
Securing connected & autonomous vehicles: Challenges posed by adversarial machine learning and the way forward
A Qayyum, M Usama, J Qadir, A Al-Fuqaha
IEEE Communications Surveys & Tutorials 22 (2), 998-1026, 2020
62020
Caveat emptor: the risks of using big data for human development
S Latif, A Qayyum, M Usama, J Qadir, A Zwitter, M Shahzad
IEEE Technology and Society Magazine 38 (3), 82-90, 2019
32019
On Analyzing Self-Driving Networks: A Systems Thinking Approach
T Yaqoob, M Usama, J Qadir, G Tyson
ACM SIGCOMM Workshop on Self-Driving Networks, 2018
32018
The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks?
M Usama, J Qadir, A Al-Fuqaha, M Hamdi
IEEE Network 34 (1), 196-203, 2019
22019
Vector indexing algorithm for post processing of OTDR data
M Usama, MS Sheikh
Proceedings of the 2013 18th European Conference on Network and Optical …, 2013
22013
Black-box Adversarial Machine Learning Attack on Network Traffic Classification
M Usama, A Qayyum, J Qadir, A Al-Fuqaha
2019 15th International Wireless Communications & Mobile Computing …, 2019
12019
Approximate Networking for Universal Internet Access
J Qadir, A Sathiaseelan, UB Farooq, M Usama, MA Imran, M Shafique
Future Internet 9 (4), 94, 2017
12017
Speech Technology for Healthcare: Opportunities, Challenges, and State of the Art
S Latif, J Qadir, A Qayyum, M Usama, S Younis
IEEE Reviews in Biomedical Engineering, 2020
2020
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
I Ilahi, M Usama, J Qadir, MU Janjua, A Al-Fuqaha, DT Hoang, D Niyato
arXiv preprint arXiv:2001.09684, 2020
2020
Adversarial ML Attack on Self Organizing Cellular Networks
M Usama, J Qadir, MA Imran
2019 UK/China Emerging Technologies (UCET), 1-5, 2019
2019
Adversarial Machine Learning Attack on Modulation Classification
M Usama, M Asim, J Qadir, A Al-Fuqaha, MA Imran
2019 UK/China Emerging Technologies (UCET), 1-4, 2019
2019
Black-box Adversarial ML Attack on Modulation Classification
M Usama, J Qadir, A Al-Fuqaha
arxiv.org/pdf/1908.00635, 2019
2019
Design Challenges in Wireless & Data Networks: Security as Case Study (Course Report)
M Usama
2017
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