Smart Lightning Detection System for Smart-City Infrastructure Using Artificial Neural Network. - Irshad Ullah; Md Nor Ramdon Bin Baharom; Hussein bin Ahmad; Fazli Wahid; Hakim bin Mahmod Luqman; Zainab Zainal; Bhagwan Das (Wirel. Pers. Commun., 2019)

Ultra-Wideband Antenna Development to Enhance Gain for Surface Penetrating Radar. - Jawad Ali 003; Noorsaliza Abdullah; Roshayati Yahya; Irshad Ullah; Bhagwan Das; Muzammil Jusoh (Wirel. Pers. Commun., 2020)

SSD Forensic: Evidence Generation And Forensic Research On Solid State Drives Using Trim Analysis. - Hassan Jalil Hadi; Irshad Ullah; Sheetal Harris (CoRR, 2023)

Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution. - Irshad Ullah; Syed Muhammad Hasanat; Khursheed Aurangzeb; Musaed A. Alhussein; Muhammad Rizwan; Muhammad Shahid Anwar (PeerJ Comput. Sci., 2023)

A verifiable and privacy-preserving blockchain-based federated learning approach. - Irshad Ullah; Xiaoheng Deng; Xinjun Pei; Ping Jiang 001; Husnain Mushtaq (Peer Peer Netw. Appl., 2023)

SecBFL-IoV: A Secure Blockchain-Enabled Federated Learning Framework for Resilience Against Poisoning Attacks in Internet of Vehicles. - Irshad Ullah; Xiaoheng Deng; Xinjun Pei; Husnain Mushtaq (PRCV (1), 2024)

An optimized ensemble model with advanced feature selection for network intrusion detection. - Afaq Ahmed; Muhammad Asim 002; Irshad Ullah; Zainulabidin; Abdelhamied A. Ateya (PeerJ Comput. Sci., 2024)

Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach. - Ahsan Zaman Awan; Jiancheng Charles Ji; Muhammad Uzair; Irshad Ullah; Waqar Riaz; Tao Gong (PeerJ Comput. Sci., 2024)

Channelwise and Spatially Guided Multimodal Feature Fusion Network for 3-D Object Detection in Autonomous Vehicles. - Muhammad Uzair; Jian Dong; Ronghua Shi; Husnain Mushtaq; Irshad Ullah (IEEE Trans. Geosci. Remote. Sens., 2024)

O2SAT: Object-Oriented-Segmentation-Guided Spatial-Attention Network for 3D Object Detection in Autonomous Vehicles. - Husnain Mushtaq; Xiaoheng Deng; Irshad Ullah; Mubashir Ali; Babur Hayat Malik (Inf., 2024)

Hybrid long short-term memory and bidirectional multichannel network cascaded with split convolution for short-term load forecasting. - Syed Muhammad Hasanat; Irshad Ullah; Khursheed Aurangzeb; Muhammad Rizwan; Musaed A. Alhussein; Muhammad Shahid Anwar (Eng. Appl. Artif. Intell., 2025)

Point Class-Adaptive Transformer (PCaT): A Novel Approach for Efficient Point Cloud Classification and Segmentation. - Husnain Mushtaq; Xiaoheng Deng; Ping Jinag; Shaohua Wan 001; Rawal Javed; Irshad Ullah (Expert Syst. J. Knowl. Eng., 2025)

IoV-SFL: A blockchain-based federated learning framework for secure and efficient data sharing in the internet of vehicles. - Irshad Ullah; Xiaoheng Deng; Xinjun Pei; Husnain Mushtaq; Muhammad Uzair (Peer Peer Netw. Appl., 2025)

GFA-SMT: Geometric Feature Aggregation and Self-Attention in a Multi-Head Transformer for 3D Object Detection in Autonomous Vehicles. - Husnain Mushtaq; Xiaoheng Deng; Ping Jiang 001; Shaohua Wan 001; Mubashir Ali; Irshad Ullah (IEEE Trans. Intell. Transp. Syst., 2025)

Trans-LGS: Transformer-Based Local Graph Structure for 3D Object Detection in Autonomous Vehicles. - Muhammad Uzair; Jian Dong; Ronghua Shi; Husnain Mushtaq; Irshad Ullah (IEEE Trans. Veh. Technol., 2025)

Securing internet of vehicles: a blockchain-based federated learning approach for enhanced intrusion detection. - Irshad Ullah; Xiaoheng Deng; Xinjun Pei; Husnain Mushtaq; Zia Khan (Clust. Comput., 2025)