| 2025 | NOMS | Identifying Synchronous and Asynchronous Communications in IMA Traffic. | Srivathsan Thirumurugan, Julia Silva Weber, Riyad Alshammari, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh |
| 2025 | NOMS | Encrypted Network Traffic Analysis (ENTA) Platform: IMA VoIP Traffic Identification. | Julia Silva Weber, Srivathsan Thirumurugan, Riyad Alshammari, Nur Zincir-Heywood, Manjinder Nir, Donald Bennett, Delfin Y. Montuno, Biswajit Nandy, Nabil Seddigh |
| 2023 | ICCCN | Depicting Instant Messaging Encrypted Traffic Characteristics through an Empirical Study. | Zolboo Erdenebaatar, Riyad Alshammari, Biswajit Nandy, Nabil Seddigh, Marwa Elsayed, Nur Zincir-Heywood |
| 2023 | NOMS | Analyzing Traffic Characteristics of Instant Messaging Applications on Android Smartphones. | Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh |
| 2023 | NOMS | Instant Messaging Application Encrypted Traffic Generation System. | Zolboo Erdenebaatar, Biswajit Nandy, Nabil Seddigh, Riyad Alshammari, Marwa Elsayed, Nur Zincir-Heywood |
| 2021 | IJCNN | An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium. | Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Riyad Alshammari |
| 2019 | CNSM | Are There Bots even in FIFA World Cup 2018 Tweets? | Moath Bagarish, Riyad Alshammari, Nur Zincir-Heywood |
| 2019 | ICANN | Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction. | Zakhriya Alhassan, David Budgen, Ali Alessa, Riyad Alshammari, Tahani Daghstani, Noura Al Moubayed |
| 2018 | ICANN | Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models. | Zakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed |
| 2018 | ICMLA | Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data. | Zakhriya Alhassan, David Budgen, Riyad Alshammari, Tahani Daghstani, A. Stephen McGough, Noura Al Moubayed |
| 2012 | ICCCN | The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic. | Riyad Alshammari, Nur Zincir-Heywood |
| 2011 | CEC | Is machine learning losing the battle to produce transportable signatures against VoIP traffic? | Riyad Alshammari, Nur Zincir-Heywood |
| 2010 | CEC | Unveiling Skype encrypted tunnels using GP. | Riyad Alshammari, Nur Zincir-Heywood |
| 2010 | CNSM | An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype. | Riyad Alshammari, Nur Zincir-Heywood |
| 2009 | GECCO | Classifying SSH encrypted traffic with minimum packet header features using genetic programming. | Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood |
| 2008 | PST | Investigating Two Different Approaches for Encrypted Traffic Classification. | Riyad Alshammari, Nur Zincir-Heywood |
| 2007 | SMC | A flow based approach for SSH traffic detection. | Riyad Alshammari, Nur Zincir-Heywood |