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Dr. Sohag Kabir

Dr. Sohag Kabir

Biography

Dr Sohag Kabir is an Associate Professor in the School of Computer Science, Artificial Intelligence, and Electronics. He is also a Fellow of the Advance HE (formerly known as Higher Education Academy (HEA)). Currently, he is leading the MSc Big Data Science and Technology, MSc Artificial Intelligence and Machine Learning, and MSc Applied Computer Science and Artificial Intelligence programmes. Dr Sohag earned his PhD in Computer Science and MSc in Embedded Systems from the University of Hull in 2016 and 2012, respectively. He obtained his BSc in Computer Science and Engineering from Bangladesh University of Professionals. Before joining the University of Bradford, he worked as a Research Associate with the Dependable Intelligent Systems (DEIS) Research Group at the University of Hull.

Dr Sohag's research focuses on assessing, assuring, and certifying the safety, reliability, and security of autonomous cyber-physical systems. He has collaborated with diverse industries and academics from various disciplines to develop innovative solutions that enhance the safety, security, and reliability of cyber-physical systems. Currently, he is working on two projects, namely "Smart and Sustainable Manufacturing for Baking Industry," which is funded by Innovate UK, and "Operation Technology - Platform as a Service (OT-PaaS)," which is funded by industry. In the past, he has worked on multiple projects related to safety and reliability, such as "Next Gen Drive - Autonomous Robotic Micro Factories," a project funded by Innovate UK, "Model-based Reliability Evaluation for Autonomous Systems with Evolving Architectures," a project funded by the University of Bradford, and "Dependability Engineering Innovation for Cyber-Physical Systems (DEIS)," a project funded by the EU.

Sohag is a highly accomplished researcher who has made remarkable contributions to his field of study. With over 70 scientific papers published and a solid track record of presenting at various national and international conferences, he has established himself as a leader in his area of expertise. His name has been included in Stanford University's World's Top 2% Scientists List (2023), which is a testament to his outstanding work. His exceptional research work and publications have earned him the Research Development Fund Publication Prize Award from the University of Bradford, as well as the Research Excellence Award from the University of Hull.

More information about Dr Sohag's teaching and research activities can be found on his personal website

Research

Model-based Software and System Engineering
Safety assurance of cyber physical system
Dependability analysis of autonomous systems
System safety and security analysis
Probabilistic safety and reliability analysis
Bayesian networks
Fault diagnosis
Decision making under uncertainty
Internet of Things

Publications

Book chapter (4)

Conference publication (28)

  • Reliability Assessment of IoT-enabled Systems using Fault Trees and Bayesian Networks

    Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2024) 5th International Conference on Advances in Distributed Computing and Machine Learning (ICADCML).

  • Sequential Pattern Mining: A Proposed Approach for Intrusion Detection Systems

    Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2023) The 7th International Conference on Future Networks & Distributed Systems.

  • Machine Learning for Malware Detection in Network Traffic

    Ayorinde Henry Omopintemi, Ibrahim Ghafir, Shadi Eltanani, Sohag Kabir, Moemedi Lefoane (2023) The 7th International Conference on Future Networks & Distributed Systems.

  • Latent Dirichlet Allocation for the Detection of Multi-Stage Attacks

    Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2023) The 24th International Arab Conference on Information Technology.

  • Qualitative Failure Analysis of IoT-enabled Industrial Fire Detection and Prevention System

    Md Mokhlesur Rahman, Alhassan Abdulhamid, Sohag Kabir (2023) 26th International Conference on Computer and Information Technology (ICCIT).

  • Failure Analysis of IoT-based Smart Agriculture System: Towards Sustainable Food Security

    Md Mokhlesur Rahman, Alhassan Abdulhamid, Sohag Kabir, Prosanta Gope (2023) 5th International Conference on Sustainable Technologies for Industry 5.0 (STI).

  • Developing Dependable IoT Systems: Safety Perspective

    Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2023) The UNIfied Conference of DAMAS, IncoME and TEPEN Conferences.

  • Adaptation of Model Transformation for Safety Analysis of IoT-based Applications

    Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2023) The UNIfied Conference of DAMAS, IncoME and TEPEN Conferences.

  • Combining Drone-based Monitoring and Machine Learning for Online Reliability Evaluation of Wind Turbines

    Sohag Kabir, Koorosh Aslansefat, Prosanta Gope, Felician Campean and Yiannis Papadopoulos (2022) IEEE International Conference on Computing, Electronics & Communications Engineering. N/A

  • Multi-stage Attack Detection: Emerging Challenges for Wireless Networks

    Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2022) International Conference on Smart Applications, Communications and Networking (SmartNets).

  • Dependability of the Internet of Things: Current Status and Challenges

    Abdulhamid A.;Kabir S.;Ghafir I.;Lei C. (2022) International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022., 1-6.

  • Analytical Reliability-based Investment and Operation Model for Post-Failure Network Reconfiguration

    J. A. Marquez, M. A. A. Al-Ja’Afreh, G. Mokryani, S. Kabir, F. Campean, C. Dao, and S. Riaz (2022) International Conference on System Reliability and Safety (ICSRS).

  • Challenges with Providing Reliability Assurance for Self-Adaptive Cyber-Physical Systems

    S. Riaz, S. Kabir, F. Campean, G. Mokryani, C. Dao, J. A. Marquez, and M. A. A. Al-Ja’Afreh (2022) International Conference on System Reliability and Safety (ICSRS).

  • Towards a Model-Based Systems Engineering Approach for Robotic Manufacturing Process Modelling with Automatic FMEA Generation

    A. Korsunovs, A. Doikin, F. Campean, S. Kabir, E. M. Hernandez, D. Taggart, S. Parker and G. Mills (2022) International Design Conference - Design 2022. N/A

  • A Framework to Handle Uncertainties of Machine Learning Models in Compliance with ISO 26262

    Vinod Vasudevan, Amr Abdullatif, Sohag Kabir, and Felician Campean (2021) UKCI 2021 / EDMA Workshop. -

  • Towards a resilience assurance model for robotic autonomous systems

    Campean F.;Kabir S.;Dao C.;Zhang Q.;Eckert C. (2021) Proceedings of the Design Society. 1, 3189-3198.

  • DDI: A Novel Technology And Innovation Model for Dependable, Collaborative and Autonomous Systems

    E. Armengaud, D. Schneider, J. Reich, I. Sorokos, Y. Papadopoulos, M. Zeller, G. Regan, G. Macher, O. Veledar, S. Thalmann, and S. Kabir (2021) Design, Automation and Test in Europe Conference.

  • A Model-Based Reliability Analysis Method Using Bayesian Network

    Kabir, Sohag; Campean, Felician (2021) UKCI 2021 / EDMA Workshop. -

  • Machine Learning for Botnet Detection: An Optimized Feature Selection Approach

    Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2021) The 5th International Conference on Future Networks & Distributed Systems (ICFNDS 2021). N/A

  • A Runtime Safety Analysis Concept for Open Adaptive Systems

    Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei (2019) International Symposium on Model-Based Safety and Assessment. 11842

  • A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS

    Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia (2019) International Symposium on Model-Based Safety and Assessment. 11842

  • Switching optimisation in huffman code for power efficient data transmission

    Kabir S.;Gheraibia Y.;Azad T. (2017) 2016 3rd International Conference on Electrical Engineering and Information and Communication Technology, iCEEiCT 2016.

  • A model-based extension to HiP-HOPS for dynamic fault propagation studies

    Kabir S.;Papadopoulos Y.;Walker M.;Parker D.;Aizpurua J.;Lampe J.;Rüde E. (2017) Lecture Notes in Computer Science. 10437 LNCS, 163-178.

  • Reliability analysis of automated pond oxygen management system

    Kabir S.;Azad T.;Walker M.;Gheraibia Y. (2016) 2015 18th International Conference on Computer and Information Technology, ICCIT 2015., 144-149.

  • Quantitative evaluation of Pandora temporal fault trees via Petri Nets

    Kabir S.;Walker M.;Papadopoulos Y. (2015) Ifac-Papersonline. 28, 458-463.

  • Quantification of temporal fault trees based on fuzzy set theory

    Kabir S.;Edifor E.;Walker M.;Gordon N. (2014) Advances In Intelligent Systems And Computing. 286, 255-264.

  • Freeman chain code with digits of unequal cost

    Kabir S.;Azad T.;Alam A. (2014) SKIMA 2014 - 8th International Conference on Software, Knowledge, Information Management and Applications.

  • Effects of unequal bit costs on classical Huffman codes

    Kabir S.;Azad T.;Alam A.;Kaykobad M. (2003) 2014 17th International Conference on Computer and Information Technology, ICCIT 2014., 96-101.

Magazine article (1)

Non-peer reviewed journal (1)

Other journal (1)

Other publication (1)

Peer reviewed journal (35)

Reviews (3)