| 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 | 531 | 2019 |
| 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 | 257 | 2020 |
| 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 | 174 | 2019 |
| 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 | 138 | 2021 |
| 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 | 134 | 2020 |
| 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 | 50 | 2020 |
| 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 | 50 | 2019 |
| 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 | 32 | 2019 |
| 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 | 28 | 2022 |
| 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 | 28 | 2021 |
| 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 | 26 | 2020 |
| 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 | 25 | 2017 |
| 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 | 24 | 2020 |
| 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 | 24 | 2018 |
| 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 | 22 | 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 | 21 | 2019 |
| 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 | 20 | 2021 |
| WaveFormer: Spectral–spatial wavelet transformer for hyperspectral image classification M Ahmad, U Ghous, M Usama, M Mazzara IEEE Geoscience and Remote Sensing Letters, 2024 | 19 | 2024 |
| 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 | 17 | 2023 |
| 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 | 17 | 2022 |
Junaid QadirProfessor of Computer Engineering, Qatar University (QU)Verified email at qu.edu.qa
