Muhammad Usama

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Runtime Self-Attestation of FPGA-Based IoT Devices.
IEEE Internet Things J., October, 2024

Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Affective Computing and the Road to an Emotionally Intelligent Metaverse.
IEEE Open J. Comput. Soc., 2024

Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare.
IEEE Open J. Comput. Soc., 2024

Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification.
CoRR, 2024

WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification.
CoRR, 2024

Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification.
CoRR, 2024

Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design.
CoRR, 2024

AI-driven, Model-Free Current Control: A Deep Symbolic Approach for Optimal Induction Machine Performance.
CoRR, 2024

Generative VS non-Generative Models in Engineering Shape Optimization.
CoRR, 2024

Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Climatic, population and daily water consumption dataset of sub tropical humid region of Pakistan.
Dataset, July, 2023

Action Segmentation Using 2D Skeleton Heatmaps.
CoRR, 2023

Sparks of Large Audio Models: A Survey and Outlook.
CoRR, 2023

Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers.
CoRR, 2023

Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing.
CoRR, 2023

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, 2023

Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition?
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023

2022
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning.
IEEE Trans. Artif. Intell., 2022

A deep dive into COVID-19-related messages on WhatsApp in Pakistan.
Soc. Netw. Anal. Min., 2022

Multi-Class Skin Lesions Classification Using Deep Features.
Sensors, 2022

Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM.
Sensors, 2022

Fake visual content detection using two-stream convolutional neural networks.
Neural Comput. Appl., 2022

AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path.
CoRR, 2022

Vehicle and License Plate Recognition with Novel Dataset for Toll Collection.
CoRR, 2022

Physics-Informed Neural Networks (PINNs)-Based Traffic State Estimation: An Application to Traffic Network.
Algorithms, 2022

Learning Flexible and Fair Data Representations.
IEEE Access, 2022

JADE: Data-Driven Automated Jammer Detection Framework for Operational Mobile Networks.
Proceedings of the IEEE INFOCOM 2022, 2022

Privacy Enhancement for Cloud-Based Few-Shot Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Extremism on Social Media: Lynching of Priyantha Kumara Diyawadana.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021
Optimal directional overcurrent relay coordination based on computational intelligence technique: a review.
Turkish J. Electr. Eng. Comput. Sci., May, 2021

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, 2021

An efficient secure data compression technique based on chaos and adaptive Huffman coding.
Peer-to-Peer Netw. Appl., 2021

Examining Machine Learning for 5G and Beyond Through an Adversarial Lens.
IEEE Internet Comput., 2021

Performance improvement speed control of IPMSM drive based on nonlinear current control.
Turkish J. Electr. Eng. Comput. Sci., 2021

Optimal Protection Coordination Scheme for Radial Distribution Network Considering ON/OFF-Grid.
IEEE Access, 2021

A Comprehensive Review on Protection Strategies to Mitigate the Impact of Renewable Energy Sources on Interconnected Distribution Networks.
IEEE Access, 2021

SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

2020
The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks?
IEEE Netw., 2020

Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security.
Frontiers Big Data, 2020

Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning.
CoRR, 2020

Vector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor Drives.
CoRR, 2020

Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward.
IEEE Commun. Surv. Tutorials, 2020

LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

A First Look at COVID-19 Messages on WhatsApp in Pakistan.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
Caveat Emptor: The Risks of Using Big Data for Human Development.
IEEE Technol. Soc. Mag., 2019

A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G.
Sensors, 2019

An Efficient, Secure, and Queryable Encryption for NoSQL-Based Databases Hosted on Untrusted Cloud Environments.
Int. J. Inf. Secur. Priv., 2019

An efficient construction of key-dependent substitution box based on chaotic sine map.
Int. J. Distributed Sens. Networks, 2019

Black-box Adversarial ML Attack on Modulation Classification.
CoRR, 2019

Robotic Navigation using Entropy-Based Exploration.
CoRR, 2019

Learning-Driven Exploration for Reinforcement Learning.
CoRR, 2019

Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges.
IEEE Access, 2019

Adversarial Machine Learning Attack on Modulation Classification.
Proceedings of the UK/China Emerging Technologies, 2019

Adversarial ML Attack on Self Organizing Cellular Networks.
Proceedings of the UK/China Emerging Technologies, 2019

Black-box Adversarial Machine Learning Attack on Network Traffic Classification.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Assessing Fitness to Drive among Older Adults using Random Forest.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Secure NoSQL Over Cloud Using Data Decomposition and Queryable Encryption.
Proceedings of the Intelligent Technologies and Applications, 2019

A free-floating bike repositioning problem with faulty bikes.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
On Analyzing Self-Driving Networks: A Systems Thinking Approach.
Proceedings of the Afternoon Workshop on Self-Driving Networks, 2018

Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward.
Proceedings of the 43rd IEEE Conference on Local Computer Networks Workshops, 2018

Towards Robust Neural Networks with Lipschitz Continuity.
Proceedings of the Digital Forensics and Watermarking - 17th International Workshop, 2018

2017
Approximate Networking for Universal Internet Access.
Future Internet, 2017

Artificial Intelligence as an Enabler for Cognitive Self-Organizing Future Networks.
CoRR, 2017

2013
Framework for Secure Wireless Communication in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2013

2010
Chaos-based secure satellite imagery cryptosystem.
Comput. Math. Appl., 2010

2009
Modified AES Using Chaotic Key Generator for Satellite Imagery Encryption.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

2007
A 40 GHz Quadrature LC VCO and Frequency Divider in 90-nm CMOS Technology.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2004
Design and comparison of CMOS Current Mode Logic latches.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004


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