Muhammad Usama
Muhammad Usama
Information Technology University (ITU), Lahore, Pakistan.
Verified email at itu.edu.pk - Homepage
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
1182019
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
522020
Generative adversarial networks for launching and thwarting adversarial attacks on network intrusion detection systems
M Usama, M Asim, S Latif, J Qadir, A Al-Fuqaha
2019 15th international wireless communications & mobile computing …, 2019
372019
Challenges and countermeasures for adversarial attacks on deep reinforcement learning
I Ilahi, M Usama, J Qadir, MU Janjua, A Al-Fuqaha, DT Huang, D Niyato
IEEE Transactions on Artificial Intelligence, 2021
18*2021
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
152019
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
142018
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
142017
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 14, 342-356, 2020
102020
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
92019
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
72018
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security
A Qayyum, A Ijaz, M Usama, W Iqbal, J Qadir, Y Elkhatib, A Al-Fuqaha
Frontiers in big Data 3, 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
62019
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
52019
Examining Machine Learning for 5G and Beyond through an Adversarial Lens
M Usama, RN Mitra, I Ilahi, J Qadir, MK Marina
IEEE Internet Computing, 2021
42021
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
LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN
I Ilahi, M Usama, MO Farooq, MU Janjua, J Qadir
2020 IEEE 45th Conference on Local Computer Networks (LCN), 457-460, 2020
22020
Approximate networking for universal internet access
J Qadir, A Sathiaseelan, UB Farooq, M Usama, MA Imran, M Shafique
Future Internet 9 (4), 94, 2017
22017
A First Look at COVID-19 Messages on WhatsApp in Pakistan
RT Javed, ME Shuja, M Usama, J Qadir, W Iqbal, G Tyson, I Castro, ...
2020 IEEE/ACM International Conference on Advances in Social Networks …, 2020
12020
Adversarial ML attack on self organizing cellular networks
M Usama, J Qadir, MA Imran
2019 UK/China Emerging Technologies (UCET), 1-5, 2019
12019
Black-box Adversarial ML Attack on Modulation Classification
M Usama, J Qadir, A Al-Fuqaha
arxiv.org/pdf/1908.00635, 2019
12019
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Articles 1–20