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

2019

Forensic detection of child exploitation material using deep learning

Islam, M., Mahmood, A. N., Watters, P. & Alazab, M., 2019, Deep Learning Applications for Cyber Security. Alazab, M. & Tang, M. (eds.). Springer Nature, p. 211-219 9 p. (Advanced Sciences and Technologies for Security Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

Improving accessibility for mobility impaired people in smart city using crowdsourcing

Panta, Y. R., Azam, S., Shanmugam, B., Yeo, K. C., Jonkman, M., De Boer, F. & Alazab, M., 1 May 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 47-55 9 p. 8854533. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

MEML: Resource-aware MQTT-based Machine Learning for Network Attacks Detection on IoT Edge Devices

Shalaginov, A., Semeniuta, O. & Alazab, M., 2 Dec 2019, UCC 2019 Companion - Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing. Association for Computing Machinery, Inc, p. 123-128 6 p. (UCC 2019 Companion - Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

Poster: A pluggable authentication module for big data federation architecture

Awaysheh, F. M., Cabaleiro, J. C., Pena, T. F. & Alazab, M., 28 May 2019, SACMAT 2019 - Proceedings of the 24th ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery (ACM), p. 223-225 3 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

Ransomware triage using deep learning: Twitter as a case study

Vinayakumar, V., Alazab, M., Jolfaei, A., Kp, S. & Poornachandran, P., 1 May 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 67-73 7 p. 8854532. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

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

Toward Detection of Child Exploitation Material: A Forensic Approach

Islam, M., Watters, P., Mahmood, A. & Alazab, M., 2019, Deep Learning Applications for Cyber Security. Alazab, M. & Tang, M. (eds.). Springer, p. 221-246 26 p. (Advanced Sciences and Technologies for Security Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Vulnerabilities analysis and security assessment framework for the internet of things

Shokeen, R., Shanmugam, B., Kannoorpatti, K., Azam, S., Jonkman, M. & Alazab, M., 1 May 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 22-29 8 p. 8854555. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

2020

A Blockchain-Based Secure Data Sharing Framework for Healthcare

Nowrozy, R., Kayes, A. S. M., Watters, P., Alazab, M., Ng, A., Chowdhury, M. & Maruatona, O., Aug 2020, Blockchain for Cybersecurity and Privacy: Architectures, Challenges, and Applications. Maleh, Y., Shojafar, M., Alazab, M. & Romdhani, I. (eds.). CRC Press, p. 219-242 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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
File
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
File
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
File
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
12 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 Taxonomy of Blockchain Threats and Vulnerabilities

Alkhalifah, A., Ng, A., Kayes, A. S. M., Chowdhury, J., Alazab, M. & Watters, P., Aug 2020, Blockchain for Cybersecurity and Privacy: Architectures, Challenges, and Applications. Maleh, Y., Shojafar, M., Alazab, M. & Romdhani, I. (eds.). CRC Press, p. 3-25 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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

BioUAV: blockchain-envisioned framework for digital identification to secure access in next-generation UAVs

Patel, S. B., Kheruwala, H. A., Alazab, M., Patel, N., Damani, R., Bhattacharya, P., Tanwar, S. & Kumar, N., Sep 2020, DroneCom '20: Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond. Association for Computing Machinery, Inc, p. 43-48 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

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 Cybersecurity and Privacy: Architectures, Challenges, and Applications

Maleh, Y. (ed.), Shojafar, M. (ed.), Alazab, M. (ed.) & Romdhani, I. (ed.), Aug 2020, 1 ed. CRC Press. 404 p.

Research output: Book/ReportEdited Book

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
17 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
33 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

Energy management scheme for wireless powered D2D users with NOMA underlaying full duplex UAV

Budhiraja, I., Kumar, N., Alazab, M., Tyagi, S., Tanwar, S. & Srivastava, G., Sep 2020, DroneCom '20: Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond. Association for Computing Machinery, Inc, p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

Ensuring Data Integrity: Towards a Blockchain-Based Platform to Share the Datasets

Islam, T., Kumar, D. K. T., Motiur Rahman, S. S. M., Jabiullah, M. I., Alazab, M. & Kayes, A. S. M., Aug 2020, Blockchain for Cybersecurity and Privacy: Architectures, Challenges, and Applications. Maleh, Y., Shojafar, M., Alazab, M. & Romdhani, I. (eds.). CRC Press, p. 323-338 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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)

Guest Editorial Special Issue on Privacy and Security in Distributed Edge Computing and Evolving IoT

Jolfaei, A., Ostovari, P., Alazab, M., Gondal, I. & Kant, K., Apr 2020, In : IEEE Internet of Things Journal. 7, 4, p. 2496-2500 5 p., 9067768.

Research output: Contribution to journalEditorial

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

Introduction to the special section on recent advances on blockchain infrastructures and applications

Salah, K., Al-Fuqaha, A., Alazab, M. & Umer, T., Jun 2020, In : Computers and Electrical Engineering. 84, p. 1-4 4 p., 106828.

Research output: Contribution to journalEditorial

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

Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Maleh, Y. (ed.), Shojafar, M. (ed.), Alazab, M. (ed.) & Baddi, Y. (ed.), 2020, (Accepted/In press) Springer. 534 p. (Studies in Computational Intelligence; vol. 919)

Research output: Book/ReportEdited Book

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

Multi-scale learning based malware variant detection using spatial pyramid pooling network

Sriram, S., Vinayakumar, R., Sowmya, V., Alazab, M. & Soman, K. P., Jul 2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020. IEEE, Institute of Electrical and Electronics Engineers, p. 740-745 6 p. 9162661. (IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings