Mamoun Alazab

Assoc Prof

Registered to supervise postgraduate research

PhD projects

Deep Learning Applications for Cyber Security

20122020

Research output per year

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Research Output

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2020

Achieving security scalability and flexibility using Fog-Based Context-Aware Access Control

Kayes, A. S. M., Rahayu, W., Watters, P., Alazab, M., Dillon, T. & Chang, E., Jun 2020, In : Future Generation Computer Systems. 107, p. 307-323 17 p.

Research output: Contribution to journalArticle

A Fast CP-ABE System for Cyber-Physical Security and Privacy in Mobile Healthcare Network

Wang, S., Wang, H., Li, J., Wang, H., Chaudhry, J., Alazab, M. & Song, H., 8 Jan 2020, In : IEEE Transactions on Industry Applications.

Research output: Contribution to journalArticle

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

Batra, I., Verma, S., Kavita & Alazab, M., 10 Mar 2020, In : International Journal of Communication Systems. 33, 4, e4228.

Research output: Contribution to journalArticle

A Multidirectional LSTM Model for Predicting the Stability of a Smart Grid

Alazab, M., Khan, S., Krishnan, S. S. R., Pham, Q. V., Reddy, M. P. K. & Gadekallu, T. R., 28 Apr 2020, In : IEEE Access. 8, p. 85454-85463 10 p., 9079864.

Research output: Contribution to journalArticle

Open Access
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14 Downloads (Pure)

An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

Swarna Priya, R. M., Maddikunta, P. K. R., Parimala, M., Koppu, S., Gadekallu, T. R., Chowdhary, C. L. & Alazab, M., 1 Jul 2020, In : Computer Communications. 160, p. 139-149 11 p.

Research output: Contribution to journalArticle

ANiTW: A Novel Intelligent Text Watermarking technique for forensic identification of spurious information on social media

Taleby Ahvanooey, M., Li, Q., Zhu, X., Alazab, M. & Zhang, J., Mar 2020, In : Computers and Security. 90, p. 1-14 14 p., 101702.

Research output: Contribution to journalArticle

A novel PCA-firefly based XGBoost classification model for intrusion detection in networks using GPU

Bhattacharya, S., Siva Ramakrishnan, S., Praveen Kumar Reddy, M., Kaluri, R., Singh, S., Thippa Reddy, G., Alazab, M. & Tariq, U., Feb 2020, In : Electronics . 9, 2, p. 1-17 17 p., 219.

Research output: Contribution to journalArticle

Open Access
File
55 Downloads (Pure)

A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU

Gadekallu, T. R., Rajput, D. S., Reddy, M. P. K., Lakshmanna, K., Bhattacharya, S., Singh, S., Jolfaei, A. & Alazab, M., 12 Jun 2020, In : Journal of Real-Time Image Processing. 14 p.

Research output: Contribution to journalArticle

A Novel Simulated-Annealing Based Electric Bus System Design, Simulation, and Analysis for Dehradun Smart City

Kumar, A., Srikanth, P., Nayyar, A., Sharma, G., Krishnamurthi, R. & Alazab, M., 24 Apr 2020, In : IEEE Access. 8, p. 89395-89424 30 p., 9078106.

Research output: Contribution to journalArticle

Open Access
File

A privacy preserving distributed ledger framework for global human resource record management: The blockchain aspect

Kim, T. H., Kumar, G., Saha, R., Rai, M. K., Buchanan, W. J., Thomas, R. & Alazab, M., 18 May 2020, In : IEEE Access. 8, p. 96455-96467 13 p., 9095290.

Research output: Contribution to journalArticle

Open Access
File

A Review of Performance, Energy and Privacy of Intrusion Detection Systems for IoT

Arshad, J., Azad, M. A., Amad, R., Salah, K., Alazab, M. & Iqbal, R., Apr 2020, In : Electronics . 9, 4, p. 1-24 24 p., 629.

Research output: Contribution to journalArticle

Open Access
File
6 Downloads (Pure)

Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber Physical Systems and Industrial IoT

Farivar, F., Haghighi, M. S., Jolfaei, A. & Alazab, M., Apr 2020, In : IEEE Transactions on Industrial Informatics. 16, 4, p. 2716-2725 10 p., 8917652.

Research output: Contribution to journalArticle

A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks

Numan, M., Subhan, F., Khan, W. Z., Hakak, S., Haider, S., Reddy, G. T., Jolfaei, A. & Alazab, M., 2020, In : IEEE Access. 8, p. 65450-65461 12 p., 9046044.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Blockchain for Industry 4.0: A comprehensive review

Bodkhe, U., Tanwar, S., Parekh, K., Khanpara, P., Tyagi, S., Kumar, N. & Alazab, M., 2020, In : IEEE Access. 8, p. 79764-79800 37 p., 9069885.

Research output: Contribution to journalArticle

Open Access
File
2 Downloads (Pure)

CASCF: Certificateless aggregated signcryption framework for internet-of-things infrastructure

Kim, T. H., Kumar, G., Saha, R., Alazab, M., Buchanan, W. J., Rai, M. K., Geetha, G. & Thomas, R., 18 May 2020, In : IEEE Access. 8, p. 94748-94756 9 p., 9095311.

Research output: Contribution to journalArticle

Open Access
File
2 Downloads (Pure)

Decentralized accessibility of e-commerce products through blockchain technology

Kumar, G., Saha, R., Buchanan, W. J., Geetha, G., Thomas, R., Rai, M. K., Kim, T. H. & Alazab, M., Nov 2020, In : Sustainable Cities and Society. 62, p. 1-9 9 p., 102361.

Research output: Contribution to journalArticle

Delegated content erasure in IPFS

Politou, E., Alepis, E., Patsakis, C., Casino, F. & Alazab, M., Nov 2020, In : Future Generation Computer Systems. 112, p. 956-964 9 p.

Research output: Contribution to journalArticle

File
1 Downloads (Pure)

Early detection of diabetic retinopathy using pca-firefly based deep learning model

Gadekallu, T. R., Khare, N., Bhattacharya, S., Singh, S., Maddikunta, P. K. R., Ra, I. H. & Alazab, M., Feb 2020, In : Electronics (Switzerland). 9, 2, p. 1-16 16 p., 274.

Research output: Contribution to journalArticle

Open Access
File
5 Downloads (Pure)

Enabling the content dissemination through caching in the state-of-the-art sustainable information and communication technologies

Naeem, M. A., Ali, R., Alazab, M., Yhui, M. & Zikria, Y. B., Oct 2020, In : Sustainable Cities and Society. 61, p. 1-14 14 p., 102291.

Research output: Contribution to journalArticle

Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges

Patel, K., Mehta, D., Mistry, C., Gupta, R., Tanwar, S., Kumar, N. & Alazab, M., 11 May 2020, In : IEEE Access. 8, p. 90495-90519 25 p., 9091188.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)

Image-Based malware classification using ensemble of CNN architectures (IMCEC)

Vasan, D., Alazab, M., Wassan, S., Safaei, B. & Zheng, Q., May 2020, In : Computers and Security. 92, p. 1-12 12 p., 101748.

Research output: Contribution to journalArticle

IMCFN: Image-based malware classification using fine-tuned convolutional neural network architecture

Vasan, D., Alazab, M., Wassan, S., Naeem, H., Safaei, B. & Zheng, Q., 22 Apr 2020, In : Computer Networks. 171, 20 p., 107138.

Research output: Contribution to journalArticle

Intelligent mobile malware detection using permission requests and API calls

Alazab, M., Alazab, M., Shalaginov, A., Mesleh, A. & Awajan, A., Jun 2020, In : Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 107, p. 509-521 13 p.

Research output: Contribution to journalArticle

Next-generation big data federation access control: A reference model

Awaysheh, F. M., Alazab, M., Gupta, M., Pena, T. F. & Cabaleiro, J. C., Jul 2020, In : Future Generation Computer Systems. 108, p. 726-741 16 p.

Research output: Contribution to journalArticle

Securing smart vehicles from relay attacks using machine learning

Ahmad, U., Song, H., Bilal, A., Alazab, M. & Jolfaei, A., Apr 2020, In : Journal of Supercomputing. 76, p. 2665-2682 18 p.

Research output: Contribution to journalArticle

Socioscope: I know who you are, a robo, human caller or service number

Azad, M. A., Alazab, M., Riaz, F., Arshad, J. & Abullah, T., Apr 2020, In : Future Generation Computer Systems. 105, p. 297-307 11 p.

Research output: Contribution to journalArticle

Stochastic neural networks for cryptocurrency price prediction

Jay, P., Kalariya, V., Parmar, P., Tanwar, S., Kumar, N. & Alazab, M., 27 Apr 2020, In : IEEE Access. 8, p. 82804-82818 15 p., 9079491.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning

Pham, Q-V., Thien, H-T., Alazab, M., Zhao, J. & Hwang, W-J., 21 Apr 2020, In : IEEE Internet of Things Journal.

Research output: Contribution to journalArticle

The Use of Ensemble Models for Multiple Class and Binary Class Classification for Improving Intrusion Detection Systems

Iwendi, C., Khan, S., Anajemba, J. H., Mittal, M., Alenezi, M. & Alazab, M., 30 Apr 2020, In : Sensors (Basel, Switzerland). 20, 9, p. 1-37 37 p.

Research output: Contribution to journalArticle

Open Access
File

TrustE-VC: Trustworthy Evaluation Framework for Industrial Connected Vehicles in the Cloud

Aladwan, M. N., Awaysheh, F. M., Alawadi, S., Alazab, M., Pena, T. F. & Cabaleiro, J. C., 13 Jan 2020, In : IEEE Transactions on Industrial Informatics. 16, 9, p. 6203-6213 11 p., 8957615.

Research output: Contribution to journalArticle

Whale Optimization Algorithm with Applications to Resource Allocation in Wireless Networks

Pham, Q. V., Mirjalili, S., Kumar, N., Alazab, M. & Hwang, W. J., Apr 2020, In : IEEE Transactions on Vehicular Technology. 69, 4, p. 4285-4297 13 p., 8993843.

Research output: Contribution to journalArticle

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 journalArticle

Open Access

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 journalArticle

Open Access
File
119 Downloads (Pure)

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 journalArticle

Open Access

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 journalArticle

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 journalArticle

Open Access
File
21 Downloads (Pure)

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 journalArticle

Open Access
File
4 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 journalArticle

Open Access
File
33 Downloads (Pure)

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 journalArticle

Open Access

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 journalArticle

Open Access

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. 110, p. 744-757 14 p.

Research output: Contribution to journalArticle

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 journalArticle

Open Access

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., 8848478.

Research output: Contribution to journalArticle

Open Access

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 journalArticle

Open Access
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 journalArticle

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 journalArticle

Open Access
File
91 Downloads (Pure)
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 journalArticle

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 journalArticle

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 journalArticle

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 publicationArticle

Open Access