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

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 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
153 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 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 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

A hybrid technique to detect botnets, based on P2P traffic similarity

Khan, R. U., Kumar, R., Alazab, M. & Zhang, X., 1 May 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 136-142 7 p. 8854561. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

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

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 Model Based Approach for the Extraction of Network Forensic Artifacts

Alsmadi, I. & Alazab, M., 9 Jan 2018, Proceedings - 2017 Cybersecurity and Cyberforensics Conference, CCC 2017. Al-Nemrat, A. & Alazab, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 16-18 3 p. (Proceedings - 2017 Cybersecurity and Cyberforensics Conference, CCC 2017; vol. 2018-September).

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

AmritaDGA: a comprehensive data set for domain generation algorithms (DGAs) based domain name detection systems and application of deep learning

Vinayakumar, R., Soman, K. P., Poornachandran, PRABAHARAN., Alazab, M. & Thampi, S., 2019, Big Data Recommender Systems - Volume 2: Application Paradigms. Khalid, O., Khan, S. U. & Zomaya, A. Y. (eds.). Institution of Engineering and Technology (IET), Vol. 2. p. 455-485 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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
18 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 journalArticle

Open Access
File
27 Downloads (Pure)

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 journalArticle

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

An improved convolutional neural network model for intrusion detection in networks

Khan, R. U., Zhang, X., Alazab, M. & Kumar, R., 3 Oct 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 74-77 4 p. 8854549. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

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

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
59 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
2 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

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

A reinforcement learning based algorithm towards energy efficient 5G multi-tier network

Islam, N., Alazab, A. & Alazab, M., 1 May 2019, Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 96-101 6 p. 8854559. (Proceedings - 2019 Cybersecurity and Cyberforensics Conference, CCC 2019).

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

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)

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
11 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

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

Big data security frameworks meet the intelligent transportation systems trust challenges

Awaysheh, F., Cabaleiro, J. C., Pena, T. F. & Alazab, M., 1 Aug 2019, Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 807-813 7 p. 8887359. (Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019).

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. 384 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
17 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
8 Downloads (Pure)

Classification of Malware Using Visualisation of Similarity Matrices

Venkatraman, S. & Alazab, M., 9 Jan 2018, Proceedings - 2017 Cybersecurity and Cyberforensics Conference, CCC 2017. Al-Nemrat, A. & Alazab, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 3-8 6 p. (Proceedings - 2017 Cybersecurity and Cyberforensics Conference, CCC 2017; vol. 2018-September).

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

Common security criteria for vehicular clouds and internet of vehicles evaluation and selection

Aladwan, M., Awaysheh, F., Cabaleiro, J., Pena, T., Alabool, H. & Alazab, M., Aug 2019, Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 814-820 7 p. 8887312. (Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019).

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

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
37 Downloads (Pure)

Cybercrime: The case of obfuscated malware

Alazab, M., Venkatraman, S., Watters, P., Alazab, M. & Alazab, A., 7 Nov 2012, Global Security, Safety and Sustainability & e-Democracy. e-Democracy 2011, ICGS3 2011. Springer Berlin, p. 204-211 8 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 99).

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

DBD: Deep Learning DGA-based Botnet Detection

Vinayakumar, R., Soman, K. P., Poornachandran, P., Alazab, M. & Jolfaei, A., 2019, Deep Learning Applications for Cyber Security. Alazab, M. & Tang, M. (eds.). Springer Nature, p. 127-149 23 p. (Advanced Sciences and Technologies for Security Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Deep Learning Applications for Cyber Security

Alazab, M. (ed.) & Tang, M. (ed.), 2019, Switzerland: Springer, Cham. 246 p. (Advanced Sciences and Technologies for Security Applications)

Research output: Book/ReportEdited Book

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

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
18 Downloads (Pure)

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

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)

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

Editorial

Al-Nemrat, A., Alazab, M., Alqatawna, J. & Benzaid, C., 1 Jan 2018, In : International Journal of Electronic Security and Digital Forensics. 10, 3, p. 205-206 2 p.

Research output: Contribution to journalEditorial

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