Shamsher Ullah

IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic

Farhan Ullah, Shamsher Ullah, Gautam Srivastava et al. · Digital Communications and Networks · 2023 · 176 citations · Full text

Ddos Detection, Anomaly Detection, Machine Learning +14

Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey

Shamsher Ullah, Jiangbin Zheng, Nizamud Din et al. · Computer Science Review · 2022 · 161 citations

Hardware Security, Recent Advances, Public Key Algorithm +10

A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging

Farhan Ullah, Gautam Srivastava, Heng Xiao et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 52 citations

A malware detection system using a hybrid approach of multi-heads attention-based control flow traces and image visualization

Farhan Ullah, Gautam Srivastava, Shamsher Ullah · Journal of Cloud Computing Advances Systems and Applications · 2022 · 39 citations · Full text

Mobile Security, Engineering, Machine Learning +17

Cyber-Threat Detection System Using a Hybrid Approach of Transfer Learning and Multi-Model Image Representation

Farhan Ullah, Shamsher Ullah, Muhammad Rashid Naeem et al. · Sensors · 2022 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20