Publication

Record of High-Quality Outputs (2017-2021)

In the last 4.5 years since my appointment at La Trobe University in February 2017, I have published 37 peer-reviewed journal articles and 1 peer-reviewed editorial article (on an average of 8.4 articles each year, 18 Q1, 14 Q2, and 6 other WoS ranked). I have also published 5 peer-reviewed book chapters and 15 peer-reviewed conference articles (6 A and 2 B, 1 C ranked). Overall, I have published 2 articles in 2017, 3 in 2018, 12 in 2019, 27 in 2020 and 16 in 2021.

Journal (2018-2021)

  1. Timothy McIntosh, A. S. M. Kayes, Phoebe Chen, Alex Ng, Paul Watters: (2021) “Ransomware Mitigation in the Modern Era: A Comprehensive Review, Research Challenges and Future Directions”, ACM Computing Survey, vol. 54(9), 1-35, August 2021 (Rank: Q1, Ranked 4 in Computer Science Theory & Methods Category, H Index: 163, Impact Factor: 10.282).

  2. Timothy McIntosh, A. S. M. Kayes, Phoebe Chen, Alex Ng, Paul Watters: (2021) “Dynamic User-Centric Access Control for Detection of Ransomware Attacks”, Computers & Security, Elsevier, vol. 110, Sep 2021 (Rank: Q1, Ranked 6 in Computer Security Category, Impact Factor: 4.438, H Index: 92).

  3. Rudri Kalaria, A. S. M. Kayes, Wenny Rahayu, Eric Pardede: (2021) “A Secure Mutual Authentication Approach to Fog Computing Environment”, Computers & Security, Elsevier, vol. AAA, 2021 (Rank: Q1, Ranked 6 in Computer Security Category, Impact Factor: 4.438, H Index: 92).

  4. Timothy McIntosh, Paul Watters, A. S. M. Kayes, Alex Ng, and Yi-Ping Phoebe Chen: (2021) Enforcing Situation-Aware Access Control to Build Malware-Resilient File Systems, Future Generation Computer Systems, Elsevier, vol. 115, pp. 568-582 (Rank: Q1, Ranked 2 in Computer Systems Category, Impact Factor: 7.187, Citations: 2, H Index: 119, SCOPUS CiteScore: 13.3).

  5. MSA Forhad, MS Arefin, A. S. M. Kayes, K. Ahmed, MJM Chowdhury, I. KUmara: (2021) An Effective Hotel Recommendation System through Processing Heterogeneous Data, Computer Science and Engineering, Electronics, 10(16), 1-21, July 2021 (Rank: Q2, Impact Factor: 2.397, H Index: 36).

  6. Irfan Ahmed, Indika Kumara, Vahideh Reshadat, A. S. M. Kayes, Willem-Jan Van Den Heuvel, Damian A. Tamburri: (2021)Travel Time Prediction and Explanation with Spatio-temporal Features: A Comparative Study, Computer Science and Engineering, Electronics, 2021 (Rank: Q2, Impact Factor: 2.397, H Index: 36).

  7. Mohammad Hammoudeh, Paul Watters, G. Epiphaniou, A. S. M. Kayes, P. Pinto: (2021) Security Threats and Countermeasures in Cyber-Physical Systems, Sensor and Actuator Networks, 10(3), July 2021 (Rank: Q2, SCOPUS CiteScore: 6.2, H Index: 25).

  8. A. F. M. Suaib Akhter, Mohiuddin Ahmed, A. F. M. Shahen Shah, Adnan Anwar, A. S. M. Kayes, Ahmet Zengin: (2021) A Blockchain-Based Authentication Protocol for Cooperative Vehicular Ad Hoc Network, Sensors, MDPI, 21(1273), 21 pages (Q1 journal, Impact Factor: 3.275, H index: 153, published)

  9. SM Abu Adnan Abir, Adnan Anwar, Jinho Choi, A. S. M. Kayes: (2021) IoT-enabled Smart Energy Grid: Applications and Challenges, IEEE Access, 50961-50981 (Q1 journal, Impact Factor: 4.098, accepted)

  10. Syed Mahbub, Eric Pardede, A. S. M. Kayes: (2021) Detection of Harassment type of Cyberbullying: A Dictionary of Approach Words and Its Impact, Security and Communication Networks, Wiley-Hindawi (H: 36, Impact Factor: 1.288, WoS, Q2, CiteScore: 4.2, accepted)

  11. F Iffath, A. S. M. Kayes, MT Rahman, J Ferdows, MS Arefin, MS Hossain: (2021) Online Judging Platform Utilizing Dynamic Plagiarism Detection Facilities, Computers, MDPI, 15 pages (WOS, accepted)

  12. Maliha Rashida, Kawsarul Islam, A. S. M. Kayes, Mohammad Hammoudeh, Mohammad Shamsul Arefin, Mohammad Ashfak Habib: (2021) Towards Developing a Framework to Analyze the Qualities of the University Websites, Computers, MDPI, 16 pages (WoS, accepted)

  13. Ayman Alkhalifah, Alex Ng, Paul Watters, A. S. M. Kayes: (2021) A mechanism to detect and prevent ethereum blockchain smart contract reentrancy attacks, Frontiers in Computer Science, Computer Security Section (WoS, published)

  14. A. S. M. Kayes, Wenny Rahayu, Paul Watters, Mamoun Alazab, Tharam Dillon, and Elizabeth Chang: (2020) Achieving Security Scalability and Flexibility using Fog-Based Context-Aware Access Control, Future Generation Computer Systems Journal, Elsevier, vol. 107, pp. 307-323 (Q1 journal, Impact Factor: 7.187, CiteScore: 13.3, published)

  15. A. S. M. Kayes, Rudri Kalaria, Iqbal H. Sarker, Md. Saiful Islam, Paul Watters, Alex Ng, Mohammad Hammoudeh, Shahriar Badsha, Indika Kumara: (2020) A Survey of Context-Aware Access Control Mechanisms for Cloud and Fog Networks: Taxonomy and Open Research Issues, Sensors, MDPI, 20(9), 01-34 (Q1 journal, Impact Factor: 3.275, H index: 153, published)

  16. Iqbal H. Sarker and A. S. M. Kayes: (2020) ABC-RuleMiner: User Behavioral Rule-based Machine Learning Method for Context-Aware Intelligent Services, Journal of Network and Computer Applications, Elsevier (Q1 journal, Impact Factor: 5.570, CiteScore: 13.8, H index: 89, published)

  17. Md. Sabbir Al Ahsan, Mohammed Moshiul Hoque, A. S. M. Kayes, Mohammad Hammoudeh,Omar Aldabbas: (2020) A Framework for Identifying Influential Person Through Analyzing Social Media Data, Applied Sciences, MDPI (Q2 journal, Impact Factor: 2.474, CiteScore: 2.4, H index: 35, accepted)

  18. Omar Sharif, Mohammed Moshiul Hoque, A. S. M. Kayes, Raza Nowrozy, Iqbal H. Sarker: (2020) Detecting Suspicious Texts using Machine Learning Techniques, Applied Sciences, MDPI (Q2 journal, Impact Factor: 2.474, CiteScore: 2.4, H index: 35, accepted)

  19. A. S. M. Kayes, Md. Saiful Islam, Paul Watters, Alex Ng, Humayun Kayesh: (2020) Automated Measurement of Attitudes Towards Social Distancing Using Social Media: A COVID-19 Case Study, First Monday, 25(11), Publisher - First Monday, USA (SJR: Q1, H index: 65)

  20. Doan Quang Tu, A. S. M. Kayes, Wenny Rahayu, Kinh Nguyen: (2020) IoT Streaming Data Integration from Multiple Sources Computing, Computing, 102(10), 2299-2329, Springer (Q2 journal, rank: A, Impact factor: 2.063, H index: 54, accepted)

  21. Mohammad Hammoudeh, Gregory Epiphaniou, Sana Belguith, Devrim Unal, Bamidele Adebisi, Thar Baker, A. S. M. Kayes and Paul Watters: (2020) A Service-Oriented Approach for Sensing in the Internet of Things: Intelligent Transportation Systems and Privacy Use Cases, IEEE Sensors (Q1 journal, H index: 100, Impact Factor: 3.076, accepted)

  22. Mohammad Hammoudeh, John Pimlott, Sana Belguith, Gregory Epiphaniou, Thar Baker, A. S. M. Kayes, Bamidele Adebisi, Ahcene Bounceur: (2020) Network Traffic Analysis for Threats Detection in the Internet of Things, IEEE Internet of Things (Q1 journal, H index: 47, Impact Factor: 9.515, accepted)

  23. Khalid Hasan, Khandakar Ahmed, Kamanashis Biswas, Md. Saiful Islam, A. S. M. Kayes, S.M. Riazul Islam: (2020) "Control Plane Optimisation for an SDN-based WBAN Framework to Support Healthcare Applications, Sensors, MDPI (Q1 journal, Impact Factor: 3.275, H index: 132, published)

  24. Humayun Kayesh, Md. Saiful Islam, Junhu Wang, A. S. M. Kayes and Paul Watters: (2020) A Deep Learning Model for Mining and Detecting Causally Related Events in Tweets, Concurrency and Computation: Practice and Experience, Wiley (Q2 journal, H index: 60, Impact Factor: 1.167, accepted)

  25. Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed Alqahtani, Paul Watters, and Alex Ng: (2020) Cybersecurity Data Science: An Overview from Machine Learning Perspective, Journal of Big Data, Publisher - Springer (Q1 journal, H index: 23, SJR: 1.12, accepted)

  26. Doan Quang Tu, A. S. M. Kayes, Wenny Rahayu, Kinh Nguyen: (2020) Integration of IoT Streaming Data with Efficient Indexing and Storage Optimization, IEEE Access (Q1 journal, Impact Factor: 4.098, published)

  27. Tarique Anwar, Kewen Liao, S Angelic, Timos Sellis, A. S. M. Kayes and Haifeng Shen: (2020) Inferring Location Types with Geo-Social-Temporal Pattern Mining, IEEE Access (Q1 journal, Impact Factor: 4.098, published)

  28. Animesh Chandra Roy, Mohammad Shamsul Arefin, A. S. M. Kayes, Mohammad Hammoudeh, Khandakar Ahmed: (2020) An Empirical Recommendation Framework to Support Location-based Services, Future Internet, MDPI (Q2 journal, Impact Factor: 2.474, CiteScore: 2.8, H index: 20, accepted)

  29. Md. Rashadur Rahman, Mohammad Shamsul Arefin, Md. Billal Hossain, Mohammad Ashfak Habib, A. S. M. Kayes: (2020) Towards a Framework for Acquisition and Analysis of Speeches to Identify Suspicious Contents through Machine Learning, Complexity, Wiley-Hindawi (Q1 journal, Impact Factor: 2.591, H index: 52, accepted)

  30. Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, and Paul Watters: (2019) CalBehav: Calendar-based User Behavior Modeling using Time-Series Smartphone Data, The Computer Journal, Oxford University Press, (rank: A*, Q1 journal, published)

  31. Iqbal H. Sarker, A. S. M. Kayes, and Paul Watters: (2019) Effectiveness Analysis of Machine Learning Classification Models for Predicting Personalized Context-Aware Smartphone Usage, Journal of Big Data, Publisher - Springer (Q1 journal, H index: 23, SJR: 1.12, published) (July 2019)

  32. Mohammad Jabed Morshed Chowdhury, Md Sadek Ferdous, Kamanashis Biswas, Niaz Chowdhury, A. S. M. Kayes, Mamoun Alazab, Paul Watters: (2019) A Comparative Analysis of Distributed Ledger Technology Platforms, IEEE Access (Q1 journal, Impact Factor: 4.098, published)

  33. Iqbal H. Sarker, A. S. M. Kayes, Hasan Furhad , Mohammad Mainul Islam, and Md Shohidul Islam: (2019) E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management, AI and Society, Publisher - Springer (WoS journal, published online)

  34. Paul Watters, Patrick Scolyer-Gray, A. S. M. Kayes, and Mohammad Jabed Morshed Chowdhury: (2019) This Would Work Perfectly if it Weren’t For All The Humans: Two Factor Authentication in Late Modern Societies, First Monday, Publisher - First Monday, USA (SJR: Q1, H index: 65) (July 2019)

  35. Syed Mahbub, Eric Pardede, A. S. M. Kayes, Wenny Rahayu: (2019) Controlling Astroturfing on the Internet: A Survey on Detection Techniques and Research Challenges, International Journal of Web and Grid Services, Inderscience 15 (2), 139-158 (WoS journal, published) (June 2019)

  36. A. S. M. Kayes, Wenny Rahayu, Tharam Dillon, Elizabeth Chang, Jun Han: (2019) Context-Aware Access Control with Imprecise Context Characterization for Cloud-Based Data Resources, Future Generation Computer Systems Journal, Elsevier 93, 237-255 (Q1 journal, Impact Factor: 7.187, CiteScore: 13.3) (April 2019)

  37. A. S. M. Kayes, Jun Han, Wenny Rahayu, Tharam Dillon, MS Islam, Alan Colman: (2019) A Policy Model and Framework for Context-Aware Access Control to Information Resources, The Computer Journal, Oxford University Press 62 (5), 670-705 (rank: A*, published) (May 2019)

  38. A. S. M. Kayes, Wenny Rahayu, Tharam Dillon: (2019) Critical Situation Management Utilizing IoT-Based Data Resources Through Dynamic Contextual Role Modeling and Activation, Computing Journal, Springer 101 (7), 743–772 (Q2 journal, rank: A, Impact factor: 2.063, H index: 54) (July 2019)

conference paper (2018-2021)

  1. Mohiuddin Ahmed, Saifur Rahman, Tance Suleski, A. S. M. Kayes: (2021) An Investigation of Vulnerabilities in Internet of Health Things, EAI WiCON 2021 (accepted)

  2. A. S. M. Kayes, M Hammoudeh, S Badsha, P Watters, A Ng, F Mohammed, M Islam: (2020) Responsibility Attribution Against Data Breaches, IEEE ICIoT 2020 (published)

  3. Fatma Mohammed, A. S. M. Kayes, Eric Pardede, Wenny Rahayu: (2020) A Framework for Measuring IoT Data Quality Based on Freshness Metrics, IEEE TrustCom 2020: 7 pages (rank: A, published)

  4. Humayun Kayesh, Md. Saiful Islam, Junhu Wang, Shikha Anirban, A. S. M. Kayes and Paul Watters: (2020) Answering Binary Causal Questions: A Transfer Learning Based Approach, IEEE IJCNN 2020 (rank: A, published)

  5. Mohammad Jabed Morshed Chowdhury, A. S. M. Kayes, Paul Watters, Wenny Rahayu, Tharam Dillon, Patrick Scolyer-Gray, and Alex Ng: (2020) Patient Controlled, Privacy Preserving IoT Healthcare Data Sharing Framework, HICSS 2019 (rank: A, published)

  6. S Kudva, R Norderhaug, S Badsha, S Sengupta, A. S. M. Kayes: (2020) PEBERS: Practical Ethereum Blockchain based Efficient Ride Hailing Service, IEEE ICIoT 2020 (published)

  7. Tauhidul Alam, Jarrett Taylor, Jonathan Taylor, Shahriar Badsha, Abdur Rahman Bin Shahid, A. S. M. Kayes: (2020) Leveraging Blockchain for Spoof-Resilient Robot Networks, 13th International Conference on Intelligent Robotics and Applications (ICIRA 2020), LNCS, Springer (published)

  8. Doan Quang Tu, A. S. M. Kayes, Wenny Rahayu, Kinh Nguyen: (2019) ISDI: A New Window-Based Framework for Integrating IoT Streaming Data from Multiple Sources, AINA 2019: 498-511 (rank: B, published) (Received Best Paper Award)

  9. Mohammad Jabed Morshed Chowdhury, Md Sadek Ferdous, Kamanashis Biswas, Niaz Chowdhury, A. S. M. Kayes, Paul Watters, Alex Ng: (2019) Trust Modeling for Blockchain-based Wearable Data Market, IEEE CloudCom 2019: 411-417 (rank: C, accepted)

  10. Ayman Alkhalifah, Alex, Ng, Mohammad Jabed Morshed Chowdhury, A. S. M. Kayes, Paul Watters: (2019) An Empirical Analysis of Blockchain Cybersecurity Incidents, IEEE CSDE 2019 (accepted)

  11. A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Elizabeth Chang: (2018) Accessing Data from Multiple Sources Through Context-Aware Access Control, IEEE TrustCom 2018: 551-559 (rank: A, published)

  12. A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Syed Mahbub, Eric Pardede, Elizabeth Chang: (2018) Dynamic Transitions of States for Context-Sensitive Access Control Decision, WISE 2018: 127-142 (rank: A, published)

  13. A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon: (2018) An Ontology-Based Approach to Dynamic Contextual Role for Pervasive Access Control, AINA 2018: 601-608 (rank: B, published)

  14. A. S. M. Kayes, J. Wenny Rahayu, Tharam S. Dillon, Elizabeth Chang, and Jun Han: (2017) Context-Aware Access Control with Imprecise Context Characterization Through a Combined Fuzzy Logic and Ontology-Based Approach, CoopIS 2017: 132-153 (rank: A, published)

BOOK Chapter (2019-2021)

  1. Jared Piconi, Omaru Maruatona, Alex Ng, A. S. M. Kayes, Paul Watters: (2021) A Machine Learning-Based Cyber Defence System for an Intelligent City, IGI Global Book: Developing and Monitoring Smart Environments for Intelligent Cities, USA

  2. Indika Kumara, A. S. M. Kayes, Paul Mundt, and Ralf Schneider: (2021) Data Governance, Book: Data Science for Entrepreneurship - Principles and Methods in Data Engineering, Analytics and Decision-Making, Editors: Werner J. Liebgrets, Willem-Jan Van den Heuvel, Arjan von den Born, Springer

  3. Raza Nowrozy, A. S. M. Kayes, Paul Watters, Mamoun Alazab, Alex Ng, M. J. M. Chowdhury, Omaru Maruatona: (2020) A Blockchain-Based Secure Data Sharing Framework for Healthcare, Book: Blockchain for Cybersecurity and Privacy: Architectures, Challenges and Applications, CRC Press, Taylor & Francis, USA

  4. Ayman Alkhalifah, Alex Ng, A. S. M. Kayes, M. J. M. Chowdhury, Mamoun Alazab, Paul Watters: (2020) A Taxonomy of Blockchain Threats and Vulnerabilities, Book: Blockchain for Cybersecurity and Privacy: Architectures, Challenges and Applications, CRC Press, Taylor & Francis, USA

  5. Takia Islam, DKT Kumar, SSMM Rahman, MI Jabiullah, Mamoun Alazab, A. S. M. Kayes: (2020) Ensuring Data Integrity: Towards A Blockchain-Based Platform to Share the Datasets, Book: Blockchain for Cybersecurity and Privacy: Architectures, Challenges and Applications, CRC Press, Taylor & Francis, USA