متابعة
Muhammad Usama
Muhammad Usama
Information Technology University (ITU), Pakistan
بريد إلكتروني تم التحقق منه على itu.edu.pk
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
6142019
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
2932020
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
1942019
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
1622020
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
1612021
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, 587139, 2020‏
572020
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
542019
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
362019
Sparks of large audio models: A survey and outlook‏
S Latif, M Shoukat, F Shamshad, M Usama, Y Ren, H Cuayáhuitl, W Wang, ...‏
arXiv preprint arXiv:2308.12792, 2023‏
352023
WaveFormer: Spectral–spatial wavelet transformer for hyperspectral image classification‏
M Ahmad, U Ghous, M Usama, M Mazzara‏
IEEE Geoscience and Remote Sensing Letters, 2024‏
342024
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
332021
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
312020
A deep dive into COVID-19-related messages on WhatsApp in Pakistan‏
RT Javed, M Usama, W Iqbal, J Qadir, G Tyson, I Castro, K Garimella‏
Social Network Analysis and Mining 12, 1-16, 2022‏
292022
Spectragan: Spectrum based generation of city scale spatiotemporal mobile network traffic data‏
K Xu, R Singh, M Fiore, MK Marina, H Bilen, M Usama, H Benn, ...‏
Proceedings of the 17th International Conference on Emerging Networking …, 2021‏
262021
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
262020
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
262017
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
252019
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
242019
Ai-based emotion recognition: Promise, peril, and prescriptions for prosocial path‏
S Latif, HS Ali, M Usama, R Rana, B Schuller, J Qadir‏
arXiv preprint arXiv:2211.07290, 2022‏
232022
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
232018
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مقالات 1–20