Safi Ullah

HDL-IDS: A Hybrid Deep Learning Architecture for Intrusion Detection in the Internet of Vehicles

Safi Ullah, Muazzam A. Khan, Jawad Ahmad et al. · Sensors · 2022 · 109 citations · Full text

Ddos Detection, Ddos Dataset, Machine Learning +12

A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering

Safi Ullah, Jawad Ahmad, Muazzam A. Khan et al. · Sensors · 2022 · 80 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

TNN-IDS: Transformer neural network-based intrusion detection system for MQTT-enabled IoT Networks

Safi Ullah, Jawad Ahmad, Muazzam A. Khan et al. · Computer Networks · 2023 · 74 citations · Full text

A hybrid deep learning-based intrusion detection system for IoT networks

Noor Wali Khan, Mohammed S. Alshehri, Muazzam A. Khan et al. · Mathematical Biosciences & Engineering · 2023 · 72 citations · Full text

Hardware Security, Iot Data Analytics, Engineering +15

MAGRU-IDS: A Multi-Head Attention-Based Gated Recurrent Unit for Intrusion Detection in IIoT Networks

Safi Ullah, Wadii Boulila, Anis Koubâa et al. · IEEE Access · 2023 · 45 citations · Full text