Suleiman Y. Yerima

63 papers B 4C 2Journal 39Unranked 18

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	A Novel Approach for Arabic SMS Spam Detection Using Hybrid Deep Learning Techniques. ACLING Mohammed Rasol Al Saidat, Suleiman Y. Yerima, Khaled Shaalan
2024	—	`conf`	Advancements of SMS Spam Detection: A Comprehensive Survey of NLP and ML Techniques. ACLING Mohammed Rasol Al Saidat, Suleiman Y. Yerima, Khaled Shaalan
2023	J	`jnl`	Obfuscated Malware Detection in IoT Android Applications Using Markov Images and CNN. IEEE Syst. J. Dhanya K. A., P. Vinod, Suleiman Y. Yerima, Abul Bashar, David A. Wagner, Abhiram T., Alan Antony, Ashil K. Shavanas, T. Gireesh Kumar
2022	J	`jnl`	A Deep Learning Approach for Classifying Vulnerability Descriptions Using Self Attention Based Neural Network. J. Netw. Syst. Manag. P. R. Vishnu, P. Vinod, Suleiman Y. Yerima
2022	—	`conf`	A deep learning-enhanced botnet detection system based on Android manifest text mining. ISDFS Suleiman Y. Yerima, Yi Min To
2022	—	`conf`	Multi-Domain Network Traffic Analysis using Machine Learning and Deep Learning Techniques. IC3 Dincy R. Arikkat, Rafidha Rehiman K. A., Vinod P., Suleiman Y. Yerima, Manoja W, Pooja S, Shilpa Sekhar, Sohan James, Josna Philomina
2022	—	`conf`	Semi-supervised novelty detection with one class SVM for SMS spam detection. IWSSIP Suleiman Y. Yerima, Abul Bashar
2021	B	`conf`	A Transdisciplinary Framework for AI-driven Disaster Risk Reduction for Low-income Housing Communities in Kenya. SMC Darpan Triboan, Esther Adhiambo Obonyo, Aladdin Ayesh, Suleiman Y. Yerima, Barnali Basak, Wangari Wang'Ombe, Daniel Olago, Lydia A. Olaka, Kristin K. Sznajder, Carvalho Madivate
2021	C	`conf`	Bot-IMG: A framework for image-based detection of Android botnets using machine learning. AICCSA Suleiman Y. Yerima, Abul Bashar
2020	J	`jnl`	DL-Droid: Deep learning based android malware detection using real devices. Comput. Secur. Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2020	C	`conf`	Detection of Tor Traffic using Deep Learning. AICCSA Debmalya Sarkar, P. Vinod, Suleiman Y. Yerima
2020	J	`jnl`	High Accuracy Phishing Detection Based on Convolutional Neural Networks. CoRR Suleiman Y. Yerima, Mohammed K. Alzaylaee
2020	—	`conf`	Mobile Botnet Detection: A Deep Learning Approach Using Convolutional Neural Networks. CyberSA Suleiman Y. Yerima, Mohammed K. Alzaylaee
2020	J	`jnl`	Mobile Botnet Detection: A Deep Learning Approach Using Convolutional Neural Networks. CoRR Suleiman Y. Yerima, Mohammed K. Alzaylaee
2019	J	`jnl`	DL-Droid: Deep learning based android malware detection using real devices. CoRR Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2019	J	`jnl`	DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection. IEEE Trans. Cybern. Suleiman Y. Yerima, Sakir Sezer
2019	—	`conf`	Longitudinal performance analysis of machine learning based Android malware detectors. Cyber Security Suleiman Y. Yerima, Sarmadullah Khan
2019	J	`jnl`	Machine learning-based dynamic analysis of Android apps with improved code coverage. EURASIP J. Inf. Secur. Suleiman Y. Yerima, Mohammed K. Alzaylaee, Sakir Sezer
2018	B	`conf`	Class Balanced Similarity-Based Instance Transfer Learning for Botnet Family Classification. DS Basil Alothman, Helge Janicke, Suleiman Y. Yerima
2018	J	`jnl`	MobiQ: A modular Android application for collecting social interaction, repeated survey, GPS and photographic data. SoftwareX Suleiman Y. Yerima, Michael Loughlin, Sakir Sezer, John Moriarty, Mark McCann, Helen McAneney, Leeanne O'hara, Mark A. Tully, Paul S. Ell, Robert Miller, Geraldine Macdonald
2017	J	`jnl`	Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CoRR Feng Yao, Suleiman Y. Yerima, BooJoong Kang, Sakir Sezer
2017	—	`conf`	Continuous implicit authentication for mobile devices based on adaptive neuro-fuzzy inference system. Cyber Security Feng Yao, Suleiman Y. Yerima, BooJoong Kang, Sakir Sezer
2017	—	`conf`	Deep Android Malware Detection. CODASPY Niall McLaughlin, Jesús Martínez del Rincón, BooJoong Kang, Suleiman Y. Yerima, Paul Miller, Sakir Sezer, Yeganeh Safaei, Erik Trickel, Ziming Zhao, Adam Doupé, Gail-Joon Ahn
2017	—	`conf`	EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning. IWSPA@CODASPY Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2017	J	`jnl`	EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning. CoRR Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2017	J	`jnl`	Improving Dynamic Analysis of Android Apps Using Hybrid Test Input Generation. CoRR Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2017	—	`conf`	Improving dynamic analysis of android apps using hybrid test input generation. Cyber Security Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2016	J	`jnl`	A Framework for Context-Driven End-to-End QoS Control in Converged Networks. CoRR Suleiman Y. Yerima, Gerard P. Parr, Cathryn Peoples, Sally I. McClean, Philip J. Morrow
2016	J	`jnl`	A New Android Malware Detection Approach Using Bayesian Classification. CoRR Suleiman Y. Yerima, Sakir Sezer, Gavin McWilliams, Igor Muttik
2016	J	`jnl`	An Enhanced Buffer Management Scheme for Multimedia Traffic in HSDPA. CoRR Suleiman Y. Yerima, Khalid Al-Begain
2016	J	`jnl`	Analysis of Bayesian Classification based Approaches for Android Malware Detection. CoRR Suleiman Y. Yerima, Sakir Sezer, Gavin McWilliams
2016	J	`jnl`	Analysis of M2/M2/1/R, N Queuing Model for Multimedia over 3.5G Wireless Network Downlink. CoRR Suleiman Y. Yerima, Khalid Al-Begain
2016	J	`jnl`	Android Malware Detection Using Parallel Machine Learning Classifiers. CoRR Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
2016	J	`jnl`	Android Malware Detection: an Eigenspace Analysis Approach. CoRR Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
2016	J	`jnl`	Design and Implementation of a Measurement-Based Policy-Driven Resource Management Framework For Converged Networks. CoRR Suleiman Y. Yerima, Gerard P. Parr, Sally I. McClean, Philip J. Morrow, Krishna M. Sivalingam
2016	J	`jnl`	DynaLog: An automated dynamic analysis framework for characterizing Android applications. CoRR Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer
2016	J	`jnl`	Dynamic Buffer Management for Multimedia QoS in Beyond 3G Wireless Networks. CoRR Suleiman Y. Yerima, Khalid Al-Begain
2016	J	`jnl`	End-to-End QoS Improvement of HSDPA End-User Multi-flow Traffic Using RAN Buffer Management. CoRR Suleiman Y. Yerima, Khalid Al-Begain
2016	J	`jnl`	Event-Driven Implicit Authentication for Mobile Access Control. CoRR Feng Yao, Suleiman Y. Yerima, BooJoong Kang, Sakir Sezer
2016	J	`jnl`	Fuzzy Logic-based Implicit Authentication for Mobile Access Control. CoRR Feng Yao, Suleiman Y. Yerima, BooJoong Kang, Sakir Sezer
2016	J	`jnl`	High Accuracy Android Malware Detection Using Ensemble Learning. CoRR Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
2016	J	`jnl`	N-gram Opcode Analysis for Android Malware Detection. CoRR BooJoong Kang, Suleiman Y. Yerima, Sakir Sezer, Kieran McLaughlin
2016	J	`jnl`	N-gram Opcode Analysis for Android Malware Detection. Int. J. Cyber Situational Aware. BooJoong Kang, Suleiman Y. Yerima, Sakir Sezer, Kieran McLaughlin
2016	J	`jnl`	N-opcode Analysis for Android Malware Classification and Categorization. CoRR BooJoong Kang, Suleiman Y. Yerima, Kieran McLaughlin, Sakir Sezer
2016	—	`conf`	N-opcode analysis for android malware classification and categorization. Cyber Security And Protection Of Digital Services BooJoong Kang, Suleiman Y. Yerima, Kieran McLaughlin, Sakir Sezer
2016	J	`jnl`	PageRank in Malware Categorization. CoRR BooJoong Kang, Suleiman Y. Yerima, Kieran McLaughlin, Sakir Sezer
2015	—	`conf`	Event-Driven Implicit Authentication for Mobile Access Control. NGMAST Feng Yao, Suleiman Y. Yerima, BooJoong Kang, Sakir Sezer
2015	J	`jnl`	High accuracy android malware detection using ensemble learning. IET Inf. Secur. Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
2015	—	`conf`	PageRank in malware categorization. RACS BooJoong Kang, Suleiman Y. Yerima, Kieran McLaughlin, Sakir Sezer
2015	J	`jnl`	Software as a Service: Analyzing Security Issues. CoRR Pushpinder-Kaur Chouhan, Feng Yao, Suleiman Y. Yerima, Sakir Sezer
2014	J	`jnl`	Analysis of Bayesian classification-based approaches for Android malware detection. IET Inf. Secur. Suleiman Y. Yerima, Sakir Sezer, Gavin McWilliams
2014	—	`conf`	Android Malware Detection Using Parallel Machine Learning Classifiers. NGMAST Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
2013	B	`conf`	A New Android Malware Detection Approach Using Bayesian Classification. AINA Suleiman Y. Yerima, Sakir Sezer, Gavin McWilliams, Igor Muttik
2013	J	`jnl`	Adaptive Measurement-Based Policy-Driven QoS Management with Fuzzy-Rule-based Resource Allocation. CoRR Suleiman Y. Yerima, Gerard P. Parr, Sally I. McClean, Philip J. Morrow
2013	J	`jnl`	Implementation and Evaluation of Measurement-Based Admission Control Schemes Within a Converged Networks QoS Management Framework. CoRR Suleiman Y. Yerima
2012	J	`jnl`	Adaptive Measurement-Based Policy-Driven QoS Management with Fuzzy-Rule-based Resource Allocation. Future Internet Suleiman Y. Yerima, Gerard P. Parr, Sally I. McClean, Philip J. Morrow
2011	—	`conf`	Modelling and evaluation of a policy-based resource management framework for converged next generation networks. Integrated Network Management Suleiman Y. Yerima, Gerard P. Parr, Sally I. McClean, Philip J. Morrow
2011	J	`jnl`	Novel Radio Link Buffer Management Schemes for End-User Multi-class Traffic in High Speed Packet Access Networks. Wirel. Pers. Commun. Suleiman Y. Yerima, Khalid Al-Begain
2010	B	`conf`	A framework for context-driven end-to-end QoS control in Converged Networks. CNSM Suleiman Y. Yerima, Gerard P. Parr, Cathryn Peoples, Sally I. McClean, Philip J. Morrow
2009	J	`jnl`	Investigation of the M Comput. Networks Khalid Al-Begain, Alexander N. Dudin, Arseniy Kazimirsky, Suleiman Y. Yerima
2008	—	`conf`	End-to-End QoS Improvement of HSDPA End-User Multi-Flow Traffic Using RAN Buffer Management. NTMS Suleiman Y. Yerima, Khalid Al-Begain
2008	J	`jnl`	Performance Evaluation and Resource Management of Hierarchical MACRO-/MICRO Cellular Networks using MOSEL-2. Wirel. Pers. Commun. Aymen I. Zreikat, Suleiman Y. Yerima, Khalid Al-Begain
2007	—	`conf`	Buffer Management for Multimedia QoS Control over HSDPA Downlink. AINA Workshops (1) Suleiman Y. Yerima, Khalid Al-Begain