Imtiaz Ullah

Design and Development of a Deep Learning-Based Model for Anomaly Detection in IoT Networks

Imtiaz Ullah, Qusay H. Mahmoud · IEEE Access · 2021 · 366 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

Design and Development of RNN Anomaly Detection Model for IoT Networks

Imtiaz Ullah, Qusay H. Mahmoud · IEEE Access · 2022 · 229 citations · Full text

Deep Neural Networks, Anomaly Detection, Machine Learning +15

A Two-Level Flow-Based Anomalous Activity Detection System for IoT Networks

Imtiaz Ullah, Qusay H. Mahmoud · Electronics · 2020 · 93 citations · Full text

Iot Data Analytics, Network Flows, Anomaly Detection +15

A Framework for Anomaly Detection in IoT Networks Using Conditional Generative Adversarial Networks

Imtiaz Ullah, Qusay H. Mahmoud · IEEE Access · 2021 · 89 citations · Full text

Anomaly Detection, Machine Learning, Binary Class Cgan +16

A hybrid model for anomaly-based intrusion detection in SCADA networks

Imtiaz Ullah, Qusay H. Mahmoud · 2017 · 63 citations

Anomaly Detection, Machine Learning, Engineering +20