Muhammad Usama

118 papers A* 4A 1B 7C 2Misc 1Journal 92Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Hybrid Encryption Framework for Secure and Real-Time Vehicular Communications. Secur. Priv. Muhammad Usama, Muhammad Usman Hadi
2026	J	`jnl`	ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models With Heterogeneous Adaptation Needs. IEEE Trans. Artif. Intell. Haseeb Ullah Khan Shinwari, Muhammad Usama
2026	J	`jnl`	Distributional Reinforcement Learning with Information Bottleneck for Uncertainty-Aware DRAM Equalization. CoRR Muhammad Usama, Dong Eui Chang
2026	J	`jnl`	DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces. CoRR Mohammad Sadil Khan, Muhammad Usama, Rolandos Alexandros Potamias, Didier Stricker, Muhammad Zeshan Afzal, Jiankang Deng, Ismail Elezi
2026	A*	`conf`	NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling. AAAI Muhammad Usama, Mohammad Sadil Khan, Didier Stricker, Muhammad Zeshan Afzal
2025	J	`jnl`	ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models with Heterogeneous Adaptation Needs. CoRR Haseeb Ullah Khan Shinwari, Muhammad Usama
2025	J	`jnl`	Analysing the Robustness of Vision-Language-Models to Common Corruptions. CoRR Muhammad Usama, Syeda Aishah Asim, Syed Bilal Ali, Syed Talal Wasim, Umair bin Mansoor
2025	J	`jnl`	Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers [Research Frontier]. IEEE Comput. Intell. Mag. Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
2025	J	`jnl`	Deep Reinforcement Learning-Based DRAM Equalizer Parameter Optimization Using Latent Representations. CoRR Muhammad Usama, Dong Eui Chang
2025	J	`jnl`	Design of a six wheel suspension and a three-axis linear actuation mechanism for a laser weeding robot. CoRR Muhammad Usama, Muhammad Ibrahim Khan, Ahmad Hasan, Muhammad Shaaf Nadeem, Khawaja Fahad Iqbal, Jawad Aslam, Mian Ashfaq Ali, Asad Nisar Awan
2025	J	`jnl`	Detecting uncertainties in project planning: a case of industrial technologies through system dynamics approach. Int. J. Inf. Syst. Chang. Manag. Muhammad Usama, Ijaz Yusuf, Muhammad Asghar Ali, Muhammad Imran, Abdul Waheed
2025	J	`jnl`	Differential Attention With Enhanced Squeeze-and-Excitation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Saad Sohail, Muhammad Usama, Usman Ghous, Manuel Mazzara, Muhammad Ahmad
2025	J	`jnl`	EnergyFormer: Energy Attention With Fourier Embedding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Saad Sohail, Muhammad Usama, Usman Ghous, Manuel Mazzara, Salvatore Distefano, Muhammad Ahmad
2025	J	`jnl`	EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification. CoRR Saad Sohail, Muhammad Usama, Usman Ghous, Manuel Mazzara, Salvatore Distefano, Muhammad Ahmad
2025	J	`jnl`	Estimating City-wide operating mode Distribution of Light-Duty Vehicles: A Neural Network-based Approach. CoRR Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He, Lijiao Wang
2025	J	`jnl`	Estimating link level traffic emissions: enhancing MOVES with open-source data. CoRR Lijiao Wang, Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He
2025	J	`jnl`	GraphMamba: Graph Tokenization Mamba for Hyperspectral Image Classification. IEEE Trans. Emerg. Top. Comput. Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Muhammad Hassaan Farooq Butt, Muhammad Usama, Danfeng Hong
2025	J	`jnl`	Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification. CoRR Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Danfeng Hong
2025	J	`jnl`	Learning High-Quality Latent Representations for Anomaly Detection and Signal Integrity Enhancement in High-Speed Signals. CoRR Muhammad Usama, Hee-Deok Jang, Soham Shanbhag, Yoo-Chang Sung, Seung-Jun Bae, Dong Eui Chang
2025	A*	`conf`	MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation. CVPR Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
2025	J	`jnl`	Memory-Augmented Architecture for Long-Term Context Handling in Large Language Models. CoRR Haseeb Ullah Khan Shinwari, Muhammad Usama
2025	J	`jnl`	NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling. CoRR Muhammad Usama, Mohammad Sadil Khan, Didier Stricker, Muhammad Zeshan Afzal
2025	J	`jnl`	Physics-informed geometric operators to support surrogate, dimension reduction and generative models for engineering design. Adv. Eng. Informatics Shahroz Khan, Zahid Masood, Muhammad Usama, Konstantinos V. Kostas, Panagiotis D. Kaklis, Wei Chen
2025	J	`jnl`	Real Time Headway Predictions in Urban Rail Systems and Implications for Service Control: A Deep Learning Approach. CoRR Muhammad Usama, Haris N. Koutsopoulos
2025	J	`jnl`	Recent Developments of Directional Overcurrent Relay Coordination in Ring Distribution Network Based on Hybrid Optimization Techniques. IEEE Access Annas Alamshah, Suzana Pil Ramli, Nurulafiqah Nadzirah Mansor, Muhammad Usama, Hazlie Mokhlis, Hadi Suyono, Rini Nur Hasanah
2025	J	`jnl`	Spatial-spectral morphological mamba for hyperspectral image classification. Neurocomputing Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Muhammad Usama, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong
2025	J	`jnl`	Transformers in speech processing: Overcoming challenges and paving the future. Comput. Sci. Rev. Siddique Latif, Syed Aun Muhammad Zaidi, Heriberto Cuayáhuitl, Fahad Shamshad, Moazzam Shoukat, Muhammad Usama, Junaid Qadir
2025	J	`jnl`	Vehicle and license plate recognition with novel dataset for toll collection. Pattern Anal. Appl. Muhammad Usama, Hafeez Anwar, Saeed Anwar
2025	J	`jnl`	WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Muhammad Ahmad, Muhammad Usama, Manuel Mazzara, Salvatore Distefano
2024	J	`jnl`	AI-driven, Model-Free Current Control: A Deep Symbolic Approach for Optimal Induction Machine Performance. CoRR Muhammad Usama, Yunkyung Hwang, Jaehong Kim
2024	A*	`conf`	Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion. ICRA Syed Waleed Hyder, Muhammad Usama, Anas Zafar, Muhammad Naufil, Fawad Javed Fateh, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran
2024	J	`jnl`	Affective Computing and the Road to an Emotionally Intelligent Metaverse. IEEE Open J. Comput. Soc. Farrukh Pervez, Moazzam Shoukat, Muhammad Usama, Moid Sandhu, Siddique Latif, Junaid Qadir
2024	J	`jnl`	Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Muhammad Ahmad, Muhammad Usama, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Silvia Liberata Ullo
2024	J	`jnl`	Generative VS non-Generative Models in Engineering Shape Optimization. CoRR Muhammad Usama, Zahid Masood, Shahroz Khan, Konstantinos V. Kostas, Panagiotis D. Kaklis
2024	B	`conf`	Hyperspectral Image Classification With Fuzzy Spatial-Spectral Class Discriminate Information. ICIP Muhammad Ahmad, Muhammad Usama, Salvatore Distefano, Manuel Mazzara
2024	J	`jnl`	MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation. CoRR Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
2024	J	`jnl`	Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare. IEEE Open J. Comput. Soc. Farrukh Pervez, Moazzam Shoukat, Varsha Suresh, Muhammad Umar Bin Farooq, Moid Sandhu, Adnan Qayyum, Muhammad Usama, Anna M. Girardi, Siddique Latif, Junaid Qadir
2024	J	`jnl`	Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification. CoRR Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Hamad Ahmed Altuwaijri, Manuel Mazzara, Salvatore Distefano
2024	J	`jnl`	Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design. CoRR Shahroz Khan, Zahid Masood, Muhammad Usama, Konstantinos V. Kostas, Panagiotis D. Kaklis, Wei Chen
2024	J	`jnl`	Runtime Self-Attestation of FPGA-Based IoT Devices. IEEE Internet Things J. Muhammad Usama, Muhammad Naveed Aman, Biplab Sikdar
2024	J	`jnl`	Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification. CoRR Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong
2024	J	`jnl`	Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Muhammad Ahmad, Muhammad Usama, Adil Mehmood Khan, Salvatore Distefano, Hamad Ahmed Altuwaijri, Manuel Mazzara
2024	J	`jnl`	WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Muhammad Ahmad, Usman Ghous, Muhammad Usama, Manuel Mazzara
2024	J	`jnl`	WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification. CoRR Muhammad Ahmad, Muhammad Usama, Manual Mazzara
2023	J	`jnl`	Action Segmentation Using 2D Skeleton Heatmaps. CoRR Syed Waleed Hyder, Muhammad Usama, Anas Zafar, Muhammad Naufil, Fawad Javed Fateh, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran
2023	—	`conf`	Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition? SNAMS Moazzam Shoukat, Muhammad Usama, Hafiz Shehbaz Ali, Siddique Latif
2023	J	`jnl`	Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers. CoRR Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
2023	J	`jnl`	Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing. CoRR Ibrahim Malik, Siddique Latif, Sanaullah Manzoor, Muhammad Usama, Junaid Qadir, Raja Jurdak
2023	J	`jnl`	Load Frequency Control Using Golden Eagle Optimization for Multi-Area Power System Connected Through AC/HVDC Transmission and Supported With Hybrid Energy Storage Devices. IEEE Access Irfan Ahmed Khan, Hazlie Mokhlis, Nurulafiqah Nadzirah Mansor, Hazlee Azil Illias, Muhammad Usama, Amil Daraz, Li Wang, Lilik Jamilatul Awalin
2023	J	`jnl`	Sparks of Large Audio Models: A Survey and Outlook. CoRR Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Erik Cambria, Björn W. Schuller
2022	J	`jnl`	A deep dive into COVID-19-related messages on WhatsApp in Pakistan. Soc. Netw. Anal. Min. Rana Tallal Javed, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Kiran Garimella
2022	J	`jnl`	AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
2022	J	`jnl`	Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. IEEE Trans. Artif. Intell. Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato
2022	J	`jnl`	Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM. Sensors Muhammad Usama, In-Young Lee
2022	B	`conf`	Extremism on Social Media: Lynching of Priyantha Kumara Diyawadana. ASONAM Musa Muhammad, Muhammad Usama, Momin Uppal
2022	J	`jnl`	Fake visual content detection using two-stream convolutional neural networks. Neural Comput. Appl. Bilal Yousaf, Muhammad Usama, Waqas Sultani, Arif Mahmood, Junaid Qadir
2022	A*	`conf`	JADE: Data-Driven Automated Jammer Detection Framework for Operational Mobile Networks. INFOCOM Caner Kilinc, Mahesh K. Marina, Muhammad Usama, Salih Ergüt, Jon Crowcroft, Tugrul Gundogdu, Ilhan Akinci
2022	J	`jnl`	Learning Flexible and Fair Data Representations. IEEE Access Muhammad Usama, Dong Eui Chang
2022	J	`jnl`	Multi-Class Skin Lesions Classification Using Deep Features. Sensors Muhammad Usama, Muhammad Asif Naeem, Farhaan Mirza
2022	J	`jnl`	Physics-Informed Neural Networks (PINNs)-Based Traffic State Estimation: An Application to Traffic Network. Algorithms Muhammad Usama, Rui Ma, Jason Hart, Mikaela Wojcik
2022	B	`conf`	Privacy Enhancement for Cloud-Based Few-Shot Learning. IJCNN Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
2022	J	`jnl`	Privacy Enhancement for Cloud-Based Few-Shot Learning. CoRR Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
2022	—	`conf`	Robust Artificial Intelligence Approach to Stabilize and Control Propeller Driven Hybrid UGV. ICAI Bushra Rasheed, Muhammad Usama, Asmara Safdar
2022	J	`jnl`	Vehicle and License Plate Recognition with Novel Dataset for Toll Collection. CoRR Muhammad Usama, Hafeez Anwar, Muhammad Muaz Shahid, Abbas Anwar, Saeed Anwar
2021	J	`jnl`	A Comprehensive Review on Protection Strategies to Mitigate the Impact of Renewable Energy Sources on Interconnected Distribution Networks. IEEE Access Muhammad Usama, Hazlie Mokhlis, Mahmoud Moghavvemi, Nurulafiqah Nadzirah Mansor, Majed A. Alotaibi, Munir Azam Muhammad, Abdullah Akram Bajwa
2021	—	`conf`	A Data-Driven Interactive System for Aerodynamic and User-centred Generative Vehicle Design. ICAI Muhammad Usama, Aqib Arif, Farhan Haris, Shahroz Khan, S. Kamran Afaq, Shahrukh Rashid
2021	J	`jnl`	An efficient secure data compression technique based on chaos and adaptive Huffman coding. Peer-to-Peer Netw. Appl. Muhammad Usama, Qutaibah M. Malluhi, Nordin Zakaria, Imran Razzak, Waheed Iqbal
2021	J	`jnl`	Examining Machine Learning for 5G and Beyond Through an Adversarial Lens. IEEE Internet Comput. Muhammad Usama, Inaam Ilahi, Junaid Qadir, Rupendra Nath Mitra, Mahesh K. Marina
2021	J	`jnl`	Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks. CoRR Bilal Yousaf, Muhammad Usama, Waqas Sultani, Arif Mahmood, Junaid Qadir
2021	J	`jnl`	Optimal Protection Coordination Scheme for Radial Distribution Network Considering ON/OFF-Grid. IEEE Access Muhammad Usama, Mahmoud Moghavvemi, Hazlie Mokhlis, Nurulafiqah Nadzirah Mansor, Haroon Farooq, Alireza Pourdaryaei
2021	J	`jnl`	Optimal directional overcurrent relay coordination based on computational intelligence technique: a review. Turkish J. Electr. Eng. Comput. Sci. Suzana Pil Ramli, Muhammad Usama, Hazlie Mokhlis, Wei Ru Wong, Muhamad Hatta Hussain, Munir Azam Muhammad, Nurulafiqah Nadzirah Mansor
2021	J	`jnl`	Performance improvement speed control of IPMSM drive based on nonlinear current control. Turkish J. Electr. Eng. Comput. Sci. Muhammad Usama, Jaehong Kim
2021	J	`jnl`	Robust adaptive observer-based finite control set model predictive current control for sensorless speed control of surface permanent magnet synchronous motor. Trans. Inst. Meas. Control Muhammad Usama, Jaehong Kim
2021	A	`conf`	SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data. CoNEXT Kai Xu, Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Hakan Bilen, Muhammad Usama, Howard Benn, Cezary Ziemlicki
2020	B	`conf`	A First Look at COVID-19 Messages on WhatsApp in Pakistan. ASONAM Rana Tallal Javed, Mirza Elaaf Shuja, Muhammad Usama, Junaid Qadir, Waleed Iqbal, Gareth Tyson, Ignacio Castro, Kiran Garimella
2020	J	`jnl`	A First Look at COVID-19 Messages on WhatsApp in Pakistan. CoRR Rana Tallal Javed, Mirza Elaaf Shuja, Muhammad Usama, Junaid Qadir, Waleed Iqbal, Gareth Tyson, Ignacio Castro, Kiran Garimella
2020	J	`jnl`	Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. CoRR Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato
2020	J	`jnl`	Examining Machine Learning for 5G and Beyond through an Adversarial Lens. CoRR Muhammad Usama, Rupendra Nath Mitra, Inaam Ilahi, Junaid Qadir, Mahesh K. Marina
2020	J	`jnl`	Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning. CoRR Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq, Muhammad Umar Janjua, Junaid Qadir
2020	B	`conf`	LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN. LCN Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq, Muhammad Umar Janjua, Junaid Qadir
2020	J	`jnl`	Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward. IEEE Commun. Surv. Tutorials Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
2020	J	`jnl`	Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security. Frontiers Big Data Adnan Qayyum, Aneeqa Ijaz, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Yehia Elkhatib, Ala I. Al-Fuqaha
2020	J	`jnl`	The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks? IEEE Netw. Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi
2020	J	`jnl`	Vector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor Drives. CoRR Muhammad Usama, Jaehong Kim
2019	J	`jnl`	A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G. Sensors Muhammad Usama, Melike Erol-Kantarci
2019	—	`conf`	A free-floating bike repositioning problem with faulty bikes. ANT/EDI40 Muhammad Usama, Yongjun Shen, Onaira Zahoor
2019	—	`conf`	Adversarial ML Attack on Self Organizing Cellular Networks. UCET Salah-ud-din Farooq, Muhammad Usama, Junaid Qadir, Muhammad Ali Imran
2019	J	`jnl`	Adversarial ML Attack on Self Organizing Cellular Networks. CoRR Salah-ud-din Farooq, Muhammad Usama, Junaid Qadir, Muhammad Ali Imran
2019	—	`conf`	Adversarial Machine Learning Attack on Modulation Classification. UCET Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran
2019	J	`jnl`	Adversarial Machine Learning Attack on Modulation Classification. CoRR Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran
2019	J	`jnl`	An Efficient, Secure, and Queryable Encryption for NoSQL-Based Databases Hosted on Untrusted Cloud Environments. Int. J. Inf. Secur. Priv. Mamdouh Alenezi, Muhammad Usama, Khaled Mohamad Almustafa, Waheed Iqbal, Muhammad Ali Raza, Tanveer Khan
2019	J	`jnl`	An efficient construction of key-dependent substitution box based on chaotic sine map. Int. J. Distributed Sens. Networks Muhammad Usama, Osama Rehman, Imran Memon, Safdar Rizvi
2019	Misc	`conf`	Assessing Fitness to Drive among Older Adults using Random Forest. ISKE Onaira Zahoor, Yongjun Shen, Muhammad Usama, Qiong Bao, Amir Atlas, Tom Brijs
2019	J	`jnl`	Black-box Adversarial ML Attack on Modulation Classification. CoRR Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
2019	B	`conf`	Black-box Adversarial Machine Learning Attack on Network Traffic Classification. IWCMC Muhammad Usama, Adnan Qayyum, Junaid Qadir, Ala I. Al-Fuqaha
2019	J	`jnl`	Caveat Emptor: The Risks of Using Big Data for Human Development. IEEE Technol. Soc. Mag. Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019	J	`jnl`	Caveat emptor: the risks of using big data for human development. CoRR Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019	B	`conf`	Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. IWCMC Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha
2019	J	`jnl`	Learning-Driven Exploration for Reinforcement Learning. CoRR Muhammad Usama, Dong Eui Chang
2019	J	`jnl`	Robotic Navigation using Entropy-Based Exploration. CoRR Muhammad Usama, Dong Eui Chang
2019	—	`conf`	Secure NoSQL Over Cloud Using Data Decomposition and Queryable Encryption. INTAP Muhammad Ali Raza, Muhammad Usama, Waheed Iqbal, Faisal Bukhari
2019	J	`jnl`	Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward. CoRR Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
2019	J	`jnl`	The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks? CoRR Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi
2019	J	`jnl`	Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. IEEE Access Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha
2018	—	`conf`	Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. LCN Workshops Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
2018	J	`jnl`	Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. CoRR Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
2018	—	`conf`	On Analyzing Self-Driving Networks: A Systems Thinking Approach. SelfDN@SIGCOMM Touseef Yaqoob, Muhammad Usama, Junaid Qadir, Gareth Tyson
2018	J	`jnl`	On Analyzing Self-Driving Networks: A Systems Thinking Approach. CoRR Touseef Yaqoob, Muhammad Usama, Junaid Qadir, Gareth Tyson
2018	C	`conf`	Towards Robust Neural Networks with Lipschitz Continuity. IWDW Muhammad Usama, Dong Eui Chang
2018	J	`jnl`	Towards Robust Neural Networks with Lipschitz Continuity. CoRR Muhammad Usama, Dong Eui Chang
2017	J	`jnl`	Approximate Networking for Universal Internet Access. Future Internet Junaid Qadir, Arjuna Sathiaseelan, Umar Bin Farooq, Muhammad Usama, Muhammad Ali Imran, Muhammad Shafique
2017	J	`jnl`	Artificial Intelligence as an Enabler for Cognitive Self-Organizing Future Networks. CoRR Siddiq Latif, Farrukh Pervez, Muhammad Usama, Junaid Qadir
2017	J	`jnl`	Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. CoRR Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha
2013	J	`jnl`	Framework for Secure Wireless Communication in Wireless Sensor Networks. Int. J. Distributed Sens. Networks Muhammad Usama, Fahad Bin Muhaya
2010	J	`jnl`	Chaos-based secure satellite imagery cryptosystem. Comput. Math. Appl. Muhammad Usama, Muhammad Khurram Khan, Khaled Alghathbar, Changhoon Lee
2009	—	`conf`	Modified AES Using Chaotic Key Generator for Satellite Imagery Encryption. ICIC (1) Fahad Bin Muhaya, Muhammad Usama, Muhammad Khurram Khan
2007	C	`conf`	A 40 GHz Quadrature LC VCO and Frequency Divider in 90-nm CMOS Technology. ISCAS Muhammad Usama, Tad A. Kwasniewski
2004	—	`conf`	Design and comparison of CMOS Current Mode Logic latches. ISCAS (4) Muhammad Usama, Tad A. Kwasniewski