Mamoun Alazab

Assoc Prof

Registered to supervise postgraduate research

PhD projects

Deep Learning Applications for Cyber Security

20122021

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., Aug 2020, In : IEEE Transactions on Industry Applications. 56, 4, p. 4467-4477 11 p., 8972564.

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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21 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
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63 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
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3 Downloads (Pure)

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
1 Downloads (Pure)

A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

Al-Rimy, B. A. S., Maarof, M. A., Alazab, M., Alsolami, F., Shaid, S. Z. M., Ghaleb, F. A., Al-Hadhrami, T. & Ali, A. M., 29 Jul 2020, In : IEEE Access. 8, p. 140586-140598 13 p., 9151929.

Research output: Contribution to journalArticle

Open Access
File
11 Downloads (Pure)

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
12 Downloads (Pure)

A review on deep learning for future smart cities

Bhattacharya, S., Krishnan S, S. R., Gadekallu, T. R., Alazab, M. & Maddikunta, P. K. R., 24 May 2020, In : Internet Technology Letters. p. 1-6 6 p., e187.

Research output: Contribution to journalArticle

Open Access

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
2 Downloads (Pure)

A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities

Vinayakumar, R., Alazab, M., Srinivasan, S., Pham, Q. V., Padannayil, S. K. & Simran, K., 1 Jul 2020, In : IEEE Transactions on Industry Applications. 56, 4, p. 4436-4456 21 p., 8985278.

Research output: Contribution to journalArticle

Blockchain-Envisioned Secure Data Delivery and Collection Scheme for 5G-Based IoT-Enabled Internet of Drones Environment

Bera, B., Saha, S., Das, A. K., Kumar, N., Lorenz, P. & Alazab, M., Aug 2020, In : IEEE Transactions on Vehicular Technology. 69, 8, p. 9097-9111 15 p., 9110761.

Research output: Contribution to journalArticle

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
20 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
16 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
32 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
8 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
7 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

Latency Evaluation of SDFGs on Heterogeneous Processors Using Timed Automata

Rajadurai, S., Alazab, M., Kumar, N. & Gadekallu, T. R., 30 Jul 2020, In : IEEE Access. 8, p. 140171-140180 10 p., 9153101.

Research output: Contribution to journalArticle

Open Access
File

mHealth Authentication Approach Based 3D Touchscreen and Microphone Sensors for Real-Time Remote Healthcare Monitoring System: Comprehensive Review, Open Issues and Methodological Aspects

Shuwandy, M. L., Zaidan, B. B., Zaidan, A. A., Albahri, A. S., Alamoodi, A. H., Albahri, O. S. & Alazab, M., Nov 2020, In : Computer Science Review. 38, p. 1-24 24 p., 10030.

Research output: Contribution to journalArticle

Misbehavior-Aware On-Demand Collaborative Intrusion Detection System Using Distributed Ensemble Learning for VANET

Ghaleb, F. A., Saeed, F., Al-Sarem, M., Al-Rimy, B. A. S., Boulila, W., Eljialy, A. E. M., Aloufi, K. & Alazab, M., 1 Sep 2020, In : Electronics . 9, 9, p. 1-17 17 p., 1411.

Research output: Contribution to journalArticle

Open Access
File

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

Penetration testing framework for smart contract Blockchain

Bhardwaj, A., Shah, S. B. H., Shankar, A., Alazab, M., Kumar, M. & Gadekallu, T. R., 5 Sep 2020, In : Peer-to-Peer Networking and Applications. p. 1-16 16 p.

Research output: Contribution to journalArticle

Predicting likelihood of legitimate data loss in email DLP

Faiz, M. F., Arshad, J., Alazab, M. & Shalaginov, A., Sep 2020, In : Future Generation Computer Systems. 110, p. 744-757 14 p.

Research output: Contribution to journalArticle

Prediction of Landsliding using Univariate Forecasting Models

Aggarwal, A., Rani, A., Sharma, P., Kumar, M., Shankar, A. & Alazab, M., 11 Jul 2020, In : Internet Technology Letters. p. 1-6 6 p., e209.

Research output: Contribution to journalArticle

Open Access

Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

Al-Rimy, B. A. S., Maarof, M. A., Alazab, M., Shaid, S. Z. M., Ghaleb, F. A., Almalawi, A., Ali, A. M. & Al-Hadhrami, T., 8 Oct 2020, In : Future Generation Computer Systems.

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

Senti-eSystem: A sentiment-based eSystem-using hybridized fuzzy and deep neural network for measuring customer satisfaction

Asghar, M. Z., Subhan, F., Ahmad, H., Khan, W. Z., Hakak, S., Gadekallu, T. R. & Alazab, M., 3 Aug 2020, In : Software: Practice and Experience. p. 1-24 24 p., SPE2853.

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
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5 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., Oct 2020, In : IEEE Internet of Things Journal. 7, 10, p. 10375-10387 13 p.

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
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3 Downloads (Pure)

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., Sep 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
168 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
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32 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
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5 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
40 Downloads (Pure)