Hossein Shokouhi-Nejad

According to our database, Hossein Shokouhi-Nejad authored at least 15 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Routing-Aware Explanations for Mixture of Experts Graph Models in Malware Detection.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

CoRR, February, 2026

Transparent Malware Detection With Granular Assembly Flow Explainability via Graph Neural Networks.

Griffin Higgins, Roozbeh Razavi-Far, Hossein Shokouhi-Nejad, Ali A. Ghorbani

CoRR, January, 2026

Dual explanations via subgraph matching for malware detection.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

Eng. Appl. Artif. Intell., 2026

2025

Explainable Attention-Guided Stacked Graph Neural Networks for Malware Detection.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

CoRR, August, 2025

Recent Advances in Malware Detection: Graph Learning and Explainability.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Hesamodin Mohammadian, Mahdi Rabbani, Samuel Ansong, Griffin Higgins, Ali A. Ghorbani

CoRR, February, 2025

Enhancing GNN Explanations for Malware Detection with Dual Subgraph Matching.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

Mach. Learn. Knowl. Extr., 2025

On the consistency of GNN explanations for malware detection.

Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Hesamodin Mohammadian, Ali A. Ghorbani

Inf. Sci., 2025

RF-RADS: A Robust Framework for Risk Assessment in Digital Substations.

Mahdi Abrishami, Kwasi Boakye-Boateng, Hossein Shokouhi-Nejad, Emmanuel Dana Buedi, Kishore Sreedharan, Shabnam Saderi Oskouei

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

Learning from Execution Graphs: A Graph Neural Network Approach to Malware Detection.

Hossein Shokouhi-Nejad, Mackenzie Chase, Roozbeh Razavi-Far

Proceedings of the International Conference on Machine Learning and Applications, 2025

A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation.

Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Node-Centric Pruning: A Novel Graph Reduction Approach.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

Mach. Learn. Knowl. Extr., 2024

Maximum Reserved Capacity of Aggregated Electric Water Heaters Virtual Battery for Peak Management.

Ismail Arafat, Hossein Shokouhi-Nejad, Eduardo Castillo Guerra, Julian Meng, Julián L. Cárdenas-Barrera

IEEE Access, 2024

2019

H∞/H- Simultaneous fault detection and control for continuous-time linear switched delay systems under asynchronous switching.

Hossein Shokouhi-Nejad, Amir Rikhtehgar Ghiasi, Mohammad Ali Badamchizadeh, Saeed Pezeshki

Trans. Inst. Meas. Control, 2019

2017

Robust simultaneous fault detection and control for a class of nonlinear stochastic switched delay systems under asynchronous switching.

Hossein Shokouhi-Nejad, Amir Rikhtehgar Ghiasi, Mohammad Ali Badamchizadeh

J. Frankl. Inst., 2017

2014

Lyapunov-Based Controller for a Class of Stochastic Chaotic Systems.

Hossein Shokouhi-Nejad, Amir Rikhtehgar Ghiasi, Saeed Pezeshki

Appl. Comput. Intell. Soft Comput., 2014