Riyad Alshammari

30 papers B 12C 2Misc 1Journal 5Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Encrypted Network Traffic Analysis (ENTA) Platform: IMA VoIP Traffic Identification. NOMS Julia Silva Weber, Srivathsan Thirumurugan, Riyad Alshammari, Nur Zincir-Heywood, Manjinder Nir, Donald Bennett, Delfin Y. Montuno, Biswajit Nandy, Nabil Seddigh
2025	B	`conf`	Identifying Synchronous and Asynchronous Communications in IMA Traffic. NOMS Srivathsan Thirumurugan, Julia Silva Weber, Riyad Alshammari, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh
2024	—	`conf`	Edge-Cloud VPN Traffic Analysis over Cross Platforms. WF-IoT Haotian Liu, Riyad Alshammari, Nur Zincir-Heywood
2023	B	`conf`	Analyzing Traffic Characteristics of Instant Messaging Applications on Android Smartphones. NOMS Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh
2023	B	`conf`	Depicting Instant Messaging Encrypted Traffic Characteristics through an Empirical Study. ICCCN Zolboo Erdenebaatar, Riyad Alshammari, Biswajit Nandy, Nabil Seddigh, Marwa Elsayed, Nur Zincir-Heywood
2023	J	`jnl`	Identification of stroke using deepnet machine learning algorithm. Int. J. Medical Eng. Informatics Abdulwahhab Alshammari, Noorah Atiyah, Hanoof Alaboodi, Riyad Alshammari
2023	B	`conf`	Instant Messaging Application Encrypted Traffic Generation System. NOMS Zolboo Erdenebaatar, Biswajit Nandy, Nabil Seddigh, Riyad Alshammari, Marwa Elsayed, Nur Zincir-Heywood
2021	B	`conf`	An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium. IJCNN Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Riyad Alshammari
2020	J	`jnl`	Predictors of outpatients' no-show: big data analytics using apache spark. J. Big Data Tahani Daghistani, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme
2019	B	`conf`	Are There Bots even in FIFA World Cup 2018 Tweets? CNSM Moath Bagarish, Riyad Alshammari, Nur Zincir-Heywood
2019	—	`conf`	Collaborative Denoising Autoencoder for High Glycated Haemoglobin Prediction. ICANN (Workshop) Zakhriya Alhassan, David Budgen, Ali Alessa, Riyad Alshammari, Tahani Daghstani, Noura Al Moubayed
2018	C	`conf`	Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data. ICMLA Zakhriya Alhassan, David Budgen, Riyad Alshammari, Tahani Daghstani, A. Stephen McGough, Noura Al Moubayed
2018	—	`conf`	Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models. ICANN (3) Zakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed
2017	—	`ed.`	Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXV Trans. Large-Scale Data- and Knowledge-Centered Systems Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Sherif Sakr, Imran Razzak, Riyad Alshammari
2015	—	`conf`	Building a Culture of Health Informatics Innovation and Entrepreneurship: A New Frontier. ICIMTH Mowafa S. Househ, Riyad Alshammari, Mariam Almutairi, Amr Jamal, Saleh Alshoaib
2015	J	`jnl`	How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP? J. Netw. Syst. Manag. Riyad Alshammari, Nur Zincir-Heywood
2015	J	`jnl`	Identification of VoIP encrypted traffic using a machine learning approach. J. King Saud Univ. Comput. Inf. Sci. Riyad Alshammari, Nur Zincir-Heywood
2014	—	`conf`	Aligning Public Health and Health Informatics Research Strengths with National Level Research Priorities in Saudi Arabia. ICIMTH Mowafa S. Househ, Riyad Alshammari, Huda Jradi, Omar B. Da'ar, Basema Saddik, Ahmed Alamry
2012	B	`conf`	The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic. ICCCN Riyad Alshammari, Nur Zincir-Heywood
2011	J	`jnl`	Can encrypted traffic be identified without port numbers, IP addresses and payload inspection? Comput. Networks Riyad Alshammari, Nur Zincir-Heywood
2011	B	`conf`	Is machine learning losing the battle to produce transportable signatures against VoIP traffic? IEEE Congress on Evolutionary Computation Riyad Alshammari, Nur Zincir-Heywood
2010	B	`conf`	An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype. CNSM Riyad Alshammari, Nur Zincir-Heywood
2010	B	`conf`	Unveiling Skype encrypted tunnels using GP. IEEE Congress on Evolutionary Computation Riyad Alshammari, Nur Zincir-Heywood
2009	—	`conf`	Classifying SSH encrypted traffic with minimum packet header features using genetic programming. GECCO (Companion) Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood
2009	—	`conf`	Generalization of signatures for SSH encrypted traffic identification. CICS Riyad Alshammari, Nur Zincir-Heywood
2009	—	`conf`	Machine learning based encrypted traffic classification: Identifying SSH and Skype. CISDA Riyad Alshammari, Nur Zincir-Heywood
2008	Misc	`conf`	A Preliminary Performance Comparison of Two Feature Sets for Encrypted Traffic Classification. CISIS Riyad Alshammari, Nur Zincir-Heywood
2008	C	`conf`	Investigating Two Different Approaches for Encrypted Traffic Classification. PST Riyad Alshammari, Nur Zincir-Heywood
2007	B	`conf`	A flow based approach for SSH traffic detection. SMC Riyad Alshammari, Nur Zincir-Heywood
2007	—	`conf`	Using Neuro-Fuzzy Approach to Reduce False Positive Alerts. CNSR Riyad Alshammari, Sumalee Sonamthiang, Mohsen Teimouri, Denis Riordan