Muhammad Usama
Muhammad Usama
Information Technology University Lahore
Verified email at itu.edu.pk
TitleCited byYear
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
252019
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
62018
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
32013
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
22018
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
12019
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward
A Qayyum, M Usama, J Qadir, A Al-Fuqaha
arXiv preprint arXiv:1905.12762, 2019
12019
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 Machine Learning Attack on Network Traffic Classification
M Usama, A Qayyum, J Qadir, A Al-Fuqaha
2019 15th International Wireless Communications & Mobile Computing …, 2019
2019
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
arXiv preprint arXiv:1906.00679, 2019
2019
Caveat emptor: the risks of using big data for human development
S Latif, A Qayyum, M Usama, J Qadir, A Zwitter, M Shahzad
arXiv preprint arXiv:1905.00493, 2019
2019
Black-box Adversarial ML Attack on Modulation Classification
M Usama, J Qadir, A Al-Fuqaha
arxiv.org/pdf/1908.00635, 2019
2019
Approximate Networking for Universal Internet Access
J Qadir, A Sathiaseelan, UB Farooq, M Usama, MA Imran, M Shafique
Future Internet 9 (4), 94, 2017
2017
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Articles 1–14