Muhammad Usama

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 74

Top Topics

Emotion Recognition

Image Classification

Lipschitz Continuity

Top Venues

Publications

Muhammad Usama, Yunkyung Hwang, Jaehong Kim
AI-driven, Model-Free Current Control: A Deep Symbolic Approach for Optimal Induction Machine Performance. CoRR (2024)
Muhammad Ahmad, Usman Ghous, Muhammad Usama, Manuel Mazzara
WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Muhammad Ahmad, Muhammad Usama, Adil Mehmood Khan, Salvatore Distefano, Hamad Ahmed Altuwaijri, Manuel Mazzara
Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Syed Waleed Hyder, Muhammad Usama, Anas Zafar, Muhammad Naufil, Fawad Javed Fateh, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion. ICRA (2024)
Farrukh Pervez, Moazzam Shoukat, Muhammad Usama, Moid Sandhu, Siddique Latif, Junaid Qadir
Affective Computing and the Road to an Emotionally Intelligent Metaverse. IEEE Open J. Comput. Soc. 5 (2024)
Muhammad Usama, Zahid Masood, Shahroz Khan, Konstantinos V. Kostas, Panagiotis D. Kaklis
Generative VS non-Generative Models in Engineering Shape Optimization. CoRR (2024)
Shahroz Khan, Zahid Masood, Muhammad Usama, Konstantinos V. Kostas, Panagiotis D. Kaklis, Wei Chen
Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design. CoRR (2024)
Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Heriberto Cuayáhuitl, Björn W. Schuller
Sparks of Large Audio Models: A Survey and Outlook. CoRR (2023)
Ibrahim Malik, Siddique Latif, Sanaullah Manzoor, Muhammad Usama, Junaid Qadir, Raja Jurdak
Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing. CoRR (2023)
Irfan Ahmed Khan, Hazlie Mokhlis, Nurulafiqah Nadzirah Mansor, Hazlee Azil Illias, Muhammad Usama, Amil Daraz, Li Wang, Lilik Jamilatul Awalin
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 11 (2023)
Moazzam Shoukat, Muhammad Usama, Hafiz Shehbaz Ali, Siddique Latif
Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition? SNAMS (2023)
Syed Waleed Hyder, Muhammad Usama, Anas Zafar, Muhammad Naufil, Fawad Javed Fateh, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran
Action Segmentation Using 2D Skeleton Heatmaps. CoRR (2023)
Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers. CoRR (2023)
Caner Kilinc, Mahesh K. Marina, Muhammad Usama, Salih Ergüt, Jon Crowcroft, Tugrul Gundogdu, Ilhan Akinci
JADE: Data-Driven Automated Jammer Detection Framework for Operational Mobile Networks. INFOCOM (2022)
Bilal Yousaf, Muhammad Usama, Waqas Sultani, Arif Mahmood, Junaid Qadir
Fake visual content detection using two-stream convolutional neural networks. Neural Comput. Appl. 34 (10) (2022)
Rana Tallal Javed, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Kiran Garimella
A deep dive into COVID-19-related messages on WhatsApp in Pakistan. Soc. Netw. Anal. Min. 12 (1) (2022)
Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. IEEE Trans. Artif. Intell. 3 (2) (2022)
Muhammad Usama, Hafeez Anwar, Muhammad Muaz Shahid, Abbas Anwar, Saeed Anwar, Helmuth Hlavacs
Vehicle and License Plate Recognition with Novel Dataset for Toll Collection. CoRR (2022)
Muhammad Usama, Dong Eui Chang
Learning Flexible and Fair Data Representations. IEEE Access 10 (2022)
Muhammad Usama, Rui Ma, Jason Hart, Mikaela Wojcik
Physics-Informed Neural Networks (PINNs)-Based Traffic State Estimation: An Application to Traffic Network. Algorithms 15 (12) (2022)
Muhammad Usama, In-Young Lee
Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM. Sensors 22 (21) (2022)
Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR (2022)
Muhammad Usama, M. Asif Naeem, Farhaan Mirza
Multi-Class Skin Lesions Classification Using Deep Features. Sensors 22 (21) (2022)
Musa Muhammad, Muhammad Usama, Momin Uppal
Extremism on Social Media: Lynching of Priyantha Kumara Diyawadana. ASONAM (2022)
Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
Privacy Enhancement for Cloud-Based Few-Shot Learning. IJCNN (2022)
Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
Privacy Enhancement for Cloud-Based Few-Shot Learning. CoRR (2022)
Muhammad Usama, Jaehong Kim
Performance improvement speed control of IPMSM drive based on nonlinear current control. Turkish J. Electr. Eng. Comput. Sci. 29 (4) (2021)
Suzana Pil Ramli, Muhammad Usama, Hazlie Mokhlis, Wei Ru Wong, Muhamad Hatta Hussain, Munir Azam Muhammad, Nurulafiqah Nadzirah Mansor
Optimal directional overcurrent relay coordination based on computational intelligence technique: a review. Turkish J. Electr. Eng. Comput. Sci. 29 (3) (2021)
Kai Xu, Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Hakan Bilen, Muhammad Usama, Howard Benn, Cezary Ziemlicki
SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data. CoNEXT (2021)
Muhammad Usama, Inaam Ilahi, Junaid Qadir, Rupendra Nath Mitra, Mahesh K. Marina
Examining Machine Learning for 5G and Beyond Through an Adversarial Lens. IEEE Internet Comput. 25 (2) (2021)
Muhammad Usama, Hazlie Mokhlis, Mahmoud Moghavvemi, Nurulafiqah Nadzirah Mansor, Majed A. Alotaibi, Munir Azam Muhammad, Abdullah Akram Bajwa
A Comprehensive Review on Protection Strategies to Mitigate the Impact of Renewable Energy Sources on Interconnected Distribution Networks. IEEE Access 9 (2021)
Muhammad Usama, Qutaibah M. Malluhi, Nordin Zakaria, Imran Razzak, Waheed Iqbal
An efficient secure data compression technique based on chaos and adaptive Huffman coding. Peer-to-Peer Netw. Appl. 14 (5) (2021)
Muhammad Usama, Jaehong Kim
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 43 (6) (2021)
Muhammad Usama, Mahmoud Moghavvemi, Hazlie Mokhlis, Nurulafiqah Nadzirah Mansor, Haroon Farooq, Alireza Pourdaryaei
Optimal Protection Coordination Scheme for Radial Distribution Network Considering ON/OFF-Grid. IEEE Access 9 (2021)
Bilal Yousaf, Muhammad Usama, Waqas Sultani, Arif Mahmood, Junaid Qadir
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks. CoRR (2021)
Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi
The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks? IEEE Netw. 34 (1) (2020)
Rana Tallal Javed, Mirza Elaaf Shuja, Muhammad Usama, Junaid Qadir, Waleed Iqbal, Gareth Tyson, Ignacio Castro, Kiran Garimella
A First Look at COVID-19 Messages on WhatsApp in Pakistan. CoRR (2020)
Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward. IEEE Commun. Surv. Tutorials 22 (2) (2020)
Adnan Qayyum, Aneeqa Ijaz, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Yehia Elkhatib, Ala I. Al-Fuqaha
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security. Frontiers Big Data 3 (2020)
Muhammad Usama, Jaehong Kim
Vector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor Drives. CoRR (2020)
Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq, Muhammad Umar Janjua, Junaid Qadir
Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning. CoRR (2020)
Rana Tallal Javed, Mirza Elaaf Shuja, Muhammad Usama, Junaid Qadir, Waleed Iqbal, Gareth Tyson, Ignacio Castro, Kiran Garimella
A First Look at COVID-19 Messages on WhatsApp in Pakistan. ASONAM (2020)
Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq, Muhammad Umar Janjua, Junaid Qadir
LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN. LCN (2020)
Muhammad Usama, Rupendra Nath Mitra, Inaam Ilahi, Junaid Qadir, Mahesh K. Marina
Examining Machine Learning for 5G and Beyond through an Adversarial Lens. CoRR (2020)
Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala I. Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning. CoRR (2020)
Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Black-box Adversarial ML Attack on Modulation Classification. CoRR (2019)
Muhammad Usama, Melike Erol-Kantarci
A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G. Sensors 19 (14) (2019)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat Emptor: The Risks of Using Big Data for Human Development. IEEE Technol. Soc. Mag. 38 (3) (2019)
Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha, Mounir Hamdi
The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks? CoRR (2019)
Salah-ud-din Farooq, Muhammad Usama, Junaid Qadir, Muhammad Ali Imran
Adversarial ML Attack on Self Organizing Cellular Networks. UCET (2019)
Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward. CoRR (2019)
Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. IWCMC (2019)
Muhammad Usama, Yongjun Shen, Onaira Zahoor
A free-floating bike repositioning problem with faulty bikes. ANT/EDI40 (2019)
Muhammad Ali Raza, Muhammad Usama, Waheed Iqbal, Faisal Bukhari
Secure NoSQL Over Cloud Using Data Decomposition and Queryable Encryption. INTAP (2019)
Mamdouh Alenezi, Muhammad Usama, Khaled Mohamad Almustafa, Waheed Iqbal, Muhammad Ali Raza, Tanveer Khan
An Efficient, Secure, and Queryable Encryption for NoSQL-Based Databases Hosted on Untrusted Cloud Environments. Int. J. Inf. Secur. Priv. 13 (2) (2019)
Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran
Adversarial Machine Learning Attack on Modulation Classification. CoRR (2019)
Salah-ud-din Farooq, Muhammad Usama, Junaid Qadir, Muhammad Ali Imran
Adversarial ML Attack on Self Organizing Cellular Networks. CoRR (2019)
Muhammad Usama, Osama Rehman, Imran Memon, Safdar Rizvi
An efficient construction of key-dependent substitution box based on chaotic sine map. Int. J. Distributed Sens. Networks 15 (12) (2019)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat emptor: the risks of using big data for human development. CoRR (2019)
Muhammad Usama, Dong Eui Chang
Learning-Driven Exploration for Reinforcement Learning. CoRR (2019)
Onaira Zahoor, Yongjun Shen, Muhammad Usama, Qiong Bao, Amir Atlas, Tom Brijs
Assessing Fitness to Drive among Older Adults using Random Forest. ISKE (2019)
Muhammad Usama, Adnan Qayyum, Junaid Qadir, Ala I. Al-Fuqaha
Black-box Adversarial Machine Learning Attack on Network Traffic Classification. IWCMC (2019)
Muhammad Usama, Muhammad Asim, Junaid Qadir, Ala I. Al-Fuqaha, Muhammad Ali Imran
Adversarial Machine Learning Attack on Modulation Classification. UCET (2019)
Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. IEEE Access 7 (2019)
Muhammad Usama, Dong Eui Chang
Robotic Navigation using Entropy-Based Exploration. CoRR (2019)
Touseef Yaqoob, Muhammad Usama, Junaid Qadir, Gareth Tyson
On Analyzing Self-Driving Networks: A Systems Thinking Approach. SelfDN@SIGCOMM (2018)
Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. CoRR (2018)
Muhammad Usama, Dong Eui Chang
Towards Robust Neural Networks with Lipschitz Continuity. IWDW (2018)
Touseef Yaqoob, Muhammad Usama, Junaid Qadir, Gareth Tyson
On Analyzing Self-Driving Networks: A Systems Thinking Approach. CoRR (2018)
Muhammad Usama, Dong Eui Chang
Towards Robust Neural Networks with Lipschitz Continuity. CoRR (2018)
Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. LCN Workshops (2018)
Siddiq Latif, Farrukh Pervez, Muhammad Usama, Junaid Qadir
Artificial Intelligence as an Enabler for Cognitive Self-Organizing Future Networks. CoRR (2017)
Junaid Qadir, Arjuna Sathiaseelan, Umar Bin Farooq, Muhammad Usama, Muhammad Ali Imran, Muhammad Shafique
Approximate Networking for Universal Internet Access. Future Internet 9 (4) (2017)
Muhammad Usama, Junaid Qadir, Aunn Raza, Hunain Arif, Kok-Lim Alvin Yau, Yehia Elkhatib, Amir Hussain, Ala I. Al-Fuqaha
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges. CoRR (2017)
Muhammad Usama, Fahad Bin Muhaya
Framework for Secure Wireless Communication in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 9 (2013)
Muhammad Usama, Muhammad Khurram Khan, Khaled Alghathbar, Changhoon Lee
Chaos-based secure satellite imagery cryptosystem. Comput. Math. Appl. 60 (2) (2010)
Fahad Bin Muhaya, Muhammad Usama, Muhammad Khurram Khan
Modified AES Using Chaotic Key Generator for Satellite Imagery Encryption. ICIC (1) (2009)
Muhammad Usama, Tad A. Kwasniewski
A 40 GHz Quadrature LC VCO and Frequency Divider in 90-nm CMOS Technology. ISCAS (2007)
Muhammad Usama, Tad A. Kwasniewski
Design and comparison of CMOS Current Mode Logic latches. ISCAS (4) (2004)