Riyad Alshammari

According to our database, Riyad Alshammari authored at least 27 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Encrypted Mobile Instant Messaging Traffic Dataset.

Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh

Dataset, May, 2023

Identification of stroke using deepnet machine learning algorithm.

Abdulwahhab Alshammari, Noorah Atiyah, Hanoof Alaboodi, Riyad Alshammari

Int. J. Medical Eng. Informatics, 2023

Instant Messaging Application Encrypted Traffic Generation System.

Zolboo Erdenebaatar, Biswajit Nandy, Nabil Seddigh, Riyad Alshammari, Marwa Elsayed, Nur Zincir-Heywood

Proceedings of the NOMS 2023, 2023

Analyzing Traffic Characteristics of Instant Messaging Applications on Android Smartphones.

Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh

Proceedings of the NOMS 2023, 2023

Depicting Instant Messaging Encrypted Traffic Characteristics through an Empirical Study.

Zolboo Erdenebaatar, Riyad Alshammari, Biswajit Nandy, Nabil Seddigh, Marwa Elsayed, Nur Zincir-Heywood

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2021

An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium.

Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Riyad Alshammari

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Predictors of outpatients' no-show: big data analytics using apache spark.

Tahani Daghistani, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme

J. Big Data, 2020

2019

Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction.

Zakhriya Alhassan, David Budgen, Ali Alessa, Riyad Alshammari, Tahani Daghstani, Noura Al Moubayed

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Are There Bots even in FIFA World Cup 2018 Tweets?

Moath Bagarish, Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the 15th International Conference on Network and Service Management, 2019

2018

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

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2015

How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP?

Riyad Alshammari, Nur Zincir-Heywood

J. Netw. Syst. Manag., 2015

Identification of VoIP encrypted traffic using a machine learning approach.

Riyad Alshammari, Nur Zincir-Heywood

J. King Saud Univ. Comput. Inf. Sci., 2015

Building a Culture of Health Informatics Innovation and Entrepreneurship: A New Frontier.

Mowafa S. Househ, Riyad Alshammari, Mariam Almutairi, Amr Jamal, Saleh Alshoaib

Proceedings of the Enabling Health Informatics Applications [ICIMTH 2015, 2015

2014

Aligning Public Health and Health Informatics Research Strengths with National Level Research Priorities in Saudi Arabia.

Mowafa S. Househ, Riyad Alshammari, Huda Jradi, Omar B. Da'ar, Basema Saddik, Ahmed Alamry

Proceedings of the Integrating Information Technology and Management for Quality of Care [ICIMTH 2014, 2014

2012

The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

2011

Can encrypted traffic be identified without port numbers, IP addresses and payload inspection?

Riyad Alshammari, Nur Zincir-Heywood

Comput. Networks, 2011

Is machine learning losing the battle to produce transportable signatures against VoIP traffic?

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the 6th International Conference on Network and Service Management, 2010

Unveiling Skype encrypted tunnels using GP.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Classifying SSH encrypted traffic with minimum packet header features using genetic programming.

Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Machine learning based encrypted traffic classification: Identifying SSH and Skype.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

Generalization of signatures for SSH encrypted traffic identification.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Cyber Security, 2009

2008

Investigating Two Different Approaches for Encrypted Traffic Classification.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the Sixth Annual Conference on Privacy, Security and Trust, 2008

A Preliminary Performance Comparison of Two Feature Sets for Encrypted Traffic Classification.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

2007

A flow based approach for SSH traffic detection.

Riyad Alshammari, Nur Zincir-Heywood

Proceedings of the IEEE International Conference on Systems, 2007

Using Neuro-Fuzzy Approach to Reduce False Positive Alerts.

Riyad Alshammari, Sumalee Sonamthiang, Mohsen Teimouri, Denis Riordan

Proceedings of the Fifth Annual Conference on Communication Networks and Services Research (CNSR 2007), 2007