Mamoun Alazab

Assoc Prof

Accepting PhD Students

20122019
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Research Output 2012 2019

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Article
2019

A Comparative Analysis of Distributed Ledger Technology Platforms

Chowdhury, M., Ferdous, S., Biswas, K., Chowdhury, N., Kayes, A. S. M., Alazab, M. & Watters, P., 15 Nov 2019, In : IEEE Access. 7, p. 167930-167943 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Data privacy
Sustainable development
Industry
1 Downloads (Pure)

A Comprehensive Survey for Intelligent Spam Email Detection

Karim, A., Azam, S., Shanmugam, B., Krishnan, K. & Alazab, M., 20 Nov 2019, In : IEEE Access. 7, p. 168261-168295 35 p., 08907831.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Electronic mail
Artificial intelligence
Learning systems

A Face Emotion Recognition Method Using Convolutional Neural Network and Image Edge Computing

Zhang, H., Jolfaei, A. & Alazab, M., 28 Oct 2019, In : IEEE Access. 7, p. 159081-159089 9 p., 08884205.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Face recognition
Neural networks
Edge detection
Convolution
Feature extraction

A hybrid deep learning image-based analysis for effective malware detection

Venkatraman, S., Alazab, M. & Vinayakumar, R., 1 Aug 2019, In : Journal of Information Security and Applications. 47, p. 377-389 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Internet
Malware
Deep learning
Scalability
Classifiers

A lightweight IoT-based security framework for inventory automation using wireless sensor network

Batra, I., Verma, S., Kavita & Alazab, M., 29 Oct 2019, In : International Journal of Communication Systems. e4228.

Research output: Contribution to journalArticleResearchpeer-review

Wireless sensor networks
Automation
Information management
Authentication
Program processors
6 Downloads (Pure)

An adaptive multi-layer botnet detection technique using machine learning classifiers

Khan, R. U., Zhang, X., Kumar, R., Sharif, A., Golilarz, N. A. & Alazab, M., 11 Jun 2019, In : Applied Sciences (Switzerland). 9, 11, p. 1-22 22 p., 2375.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
machine learning
classifiers
traffic
Learning systems
Classifiers

A Review of Automatic Phenotyping Approaches using Electronic Health Records

Alzoubi, H., Alzubi, R., Ramzan, N., West, D., Al-Hadhrami, T. & Alazab, M., 29 Oct 2019, In : Electronics . 8, 11, p. 1-23 23 p., 1235.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Health
Processing
Learning systems
Throughput
Availability
16 Downloads (Pure)

Comparative study of indoor propagation model below and above 6 GHZ for 5G wireless networks

Al-Samman, A. M., Rahman, T. A., Al-Hadhrami, T., Daho, A., Hindia, MHD. H. D. N., Azmi, M. H., Dimyati, K. & Alazab, M., 1 Jan 2019, In : Electronics (Switzerland). 8, 1, p. 1-16 16 p., 44.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Wireless networks
Diffraction
Frequency bands
Horn antennas
Cellular radio systems

Deep Learning Approach for Intelligent Intrusion Detection System

Vinayakumar, R., Alazab, M., Soman, K. P., Poornachandran, P., Al-Nemrat, A. & Venkatraman, S., 3 Apr 2019, In : IEEE Access. 7, p. 41525-41550 26 p., 6287639.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Intrusion detection
Learning systems
Classifiers
Learning algorithms
Experiments

ECA: An edge computing architecture for privacy-preserving in IoT-Based smart city

Gheisari, M., Pham, Q. V., Alazab, M., Zhang, X., Fernandez-Campusano, C. & Srivastava, G., 6 Nov 2019, In : IEEE Access. 7, p. 155779-155786 8 p., 8811469.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Ontology
Studios
Data structures
Smart city
Internet of things

Predicting likelihood of legitimate data loss in email DLP

Faiz, M. F., Arshad, J., Alazab, M. & Shalaginov, A., 11 Nov 2019, In : Future Generation Computer Systems. p. 1-14 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Loss prevention
Electronic mail
Decision trees
Telecommunication
Learning systems

Robust Intelligent Malware Detection Using Deep Learning

Vinayakumar, R., Alazab, M., Soman, K. P., Poornachandran, P. & Venkatraman, S., 18 Apr 2019, In : IEEE Access. 7, p. 46717-46738 22 p., 18616035 .

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Learning algorithms
Learning systems
Deep learning
Malware
Image processing

Securing smart vehicles from relay attacks using machine learning

Ahmad, U., Song, H., Bilal, A., Alazab, M. & Jolfaei, A., 30 Oct 2019, In : Journal of Supercomputing. p. 1-18 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Relay
Learning systems
Machine Learning
Attack
Driver

Source Code Authorship Attribution Using Hybrid Approach of Program Dependence Graph and Deep Learning Model

Ullah, F., Wang, J., Jabbar, S., Al-Turjman, F. & Alazab, M., 25 Sep 2019, In : IEEE Access. 7, p. 141987-141999 13 p., 08848478.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Learning algorithms
Computer programming languages
Feature extraction
Chemical activation
Sampling

Variance Ranking Attributes Selection Techniques for Binary Classification Problem in Imbalance Data

Ebenuwa, S. H., Sharif, M. S., Alazab, M. & Al-Nemrat, A., 25 Feb 2019, In : IEEE Access. 7, p. 24649-24666 18 p., 8651567.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Learning systems
Decision trees
Learning algorithms
Medicine
Support vector machines
2018

Disclosure of cyber security vulnerabilities: Time series modelling

Tang, M. J., Alazab, M., Luo, Y. & Donlon, M., 1 Jan 2018, In : International Journal of Electronic Security and Digital Forensics. 10, 3, p. 255-275 21 p.

Research output: Contribution to journalArticleResearchpeer-review

time series
Time series
vulnerability
Crime
Process control
40 Downloads (Pure)

Use of Data Visualisation for Zero-Day Malware Detection

Venkatraman, S. & Alazab, M., 2 Dec 2018, In : Security and Communication Networks. 2018, p. 1-14 14 p., 1728303.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Data visualization
Visualization
Malware
Security of data
Computer networks
2017

Big Data for Cybersecurity: Vulnerability Disclosure Trends and Dependencies

Tang, M., Alazab, M. & Luo, Y., 5 Jul 2017, In : IEEE Transactions on Big Data. 5, 3, p. 317-329 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Risk management
Time series
Acoustic waves
Big data
Disclosure
2016

Fast authentication in wireless sensor networks

Benzaid, C., Lounis, K., Al-Nemrat, A., Badache, N. & Alazab, M., Feb 2016, In : Future Generation Computer Systems. 55, p. 362-375 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Authentication
Wireless sensor networks
Sensor nodes
Energy efficiency

Hybrids of support vector machine wrapper and filter based framework for malware detection

Huda, S., Abawajy, J., Alazab, M., Abdollalihian, M., Islam, R. & Yearwood, J., Feb 2016, In : Future Generation Computer Systems. 55, p. 376-390 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Support vector machines
Application programming interfaces (API)
Application programs
Interfaces (computer)
Statistics

Spam and criminal activity

Alazab, M. & Broadhurst, R., Dec 2016, Trends and Issues in Crime and Criminal Justice, 526, p. 1-20 20 p.

Research output: Contribution to specialist publicationArticleResearch

Open Access
larceny
fraud
law enforcement
new technology
vulnerability
2015

Profiling and classifying the behavior of malicious codes

Alazab, M., Feb 2015, In : Journal of Systems and Software. 100, p. 91-102 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Application programming interfaces (API)
Malware
Security of data
Computer networks
Learning systems
2014
14 Downloads (Pure)

Organizations and cyber crime: An analysis of the nature of groups engaged in cyber crime

Broadhurst, R., Grabosky, P., Alazab, M. & Chon, S., 1 Jan 2014, In : International Journal of Cyber Criminology. 8, 1, p. 1-20 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
offense
Group
offender
organized crime
organizational structure

Using response action with Intelligent Intrusion detection and prevention System against web application malware

Alazab, A., Hobbs, M., Abawajy, J., Khraisat, A. & Alazab, M., 2014, In : Information Management and Computer Security. 22, 5, p. 431-449 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Intrusion detection
vulnerability
Malware
Intrusion detection system
Web application
2013

Performance evaluation of e-government services using balanced scorecard: An empirical study in Jordan

Alhyari, S., Alazab, M., Venkatraman, S., Alazab, M. & Alazab, A., 1 Jul 2013, In : Benchmarking. 20, 4, p. 512-536 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Empirical study
Performance evaluation
Government services
Balanced score card
Electronic government
2012

Analysis of firewall log-based detection scenarios for evidence in digital forensics

Mukhtar, R., Al-Nemrat, A., Alazab, M., Venkatraman, S. & Jahankhani, H., Oct 2012, In : International Journal of Electronic Security and Digital Forensics. 4, 4, p. 261-279 19 p.

Research output: Contribution to journalArticleResearchpeer-review

scenario
evidence
determinants
research focus
Digital forensics

Six sigma approach to improve quality in e-services: An empirical study in Jordan

Alhyari, S., Alazab, M., Venkatraman, S., Alazab, M. & Alazab, A., 1 Apr 2012, In : International Journal of Electronic Government Research. 8, 2, p. 57-74 18 p., 3.

Research output: Contribution to journalArticleResearchpeer-review

Jordan
electronics
Developing countries
customer
Customer satisfaction