Dr Arash Mahboubi

Dr Arash Mahboubi

Associate Professor
  • PhD in Information Security, Queensland University of Technology (QUT), Brisbane, Australia – 2018

  • Master’s Degree in Information Security, University of Technology Malaysia (UTM), Johor Bahru, Malaysia – 2014

  • Bachelor of Science (First-Class Honours) in Computer Security, Staffordshire University, Kuala Lumpur, Malaysia – 2012

  • Graduate Certificate in Learning and Teaching in Higher Education, Charles Sturt University (CSU), Port Macquarie, Australia – 2020

UNSW Canberra
School of Professional Studies

Dr Arash Mahboubi (PhD) is an academic and researcher in Cybersecurity at the School of Professional Studies, University of New South Wales (UNSW) Canberra, Australia. Before joining UNSW, he was a Research Acceleration Fellow and faculty member at the Artificial Intelligence and Cyber Futures Institute, Charles Sturt University (CSU), where he also served as Deputy Leader of the Cybersecurity Research Group. He earned his PhD in Information Security from the Queensland University of Technology (QUT) in 2018, a Master’s degree in Information Security from the University of Technology Malaysia (UTM) in 2014, and a Bachelor of Science (First-Class Honours) in Computer Security from Staffordshire University in 2012. Dr Mahboubi’s research focuses on cybersecurity, ransomware resilience, AI-driven threat detection, and the security of agricultural technologies (AgTech). He has developed patented and trademarked innovations, including the REDWIRE ransomware-resilient system (WO2024148395A1) and the Virtual Chief Information Security Officer (vCISO) cyber threat intelligence platform. His interdisciplinary projects involve collaboration with CSIRO, the Cyber Security Cooperative Research Centre (CSCRC), and multiple state governments and agencies, advancing practical cybersecurity solutions across critical sectors.

Phone
+61-2-5114-5414
  • Book Chapters | 2025
    Jiang Y; Bewong M; Mahboubi A; Halder S; Islam R; Islam MZ; Ip RHL; Gauravaram P; Xue J, 2025, 'A Graph-Based Approach for Software Functionality Classification on the Web', in , pp. 58 - 73, http://dx.doi.org/10.1007/978-981-96-0576-7_5
    Book Chapters | 2025
    Mahboubi A; Aboutorab H; Camtepe S; Bui HT; Luong K; Ansari K; Wang S; Barry B, 2025, 'Ransomware Encryption Detection: Adaptive File System Analysis Against Evasive Encryption Tactics', in , pp. 399 - 414, http://dx.doi.org/10.1007/978-981-96-9101-2_21
    Book Chapters | 2025
    Mahboubi A; Bui HT; Aboutorab H; Luong K; Camtepe S; Ansari K, 2025, 'A Lightweight Detection of Sequential Patterns in File System Events During Ransomware Attacks', in , pp. 204 - 215, http://dx.doi.org/10.1007/978-981-96-0576-7_16
    Book Chapters | 2024
    Zhang Y; Kwashie S; Bewong M; Hu J; Mahboubi A; Guo X; Feng Z, 2024, 'Discovering Graph Differential Dependencies', in Lecture Notes in Computer Science, Springer Nature Switzerland, pp. 259 - 272, http://dx.doi.org/10.1007/978-3-031-47843-7_18
    Book Chapters | 2021
    Mahboubi A; Ansari K; Camtepe S, 2021, 'Using Process Mining to Identify File System Metrics Impacted by Ransomware Execution', in , pp. 57 - 71, http://dx.doi.org/10.1007/978-3-030-67550-9_5
  • Journal articles | 2025
    Chen P; Yan S; Janicke H; Mahboubi A; Bui HT; Aboutorab H; Bewong M; Islam R, 2025, 'A Survey on Unauthorized UAV Threats to Smart Farming', Drones, 9, http://dx.doi.org/10.3390/drones9040251
    Journal articles | 2025
    Ferdous J; Islam R; Mahboubi A; Islam MZ, 2025, 'A Survey on ML Techniques for Multi-Platform Malware Detection: Securing PC, Mobile Devices, IoT, and Cloud Environments', Sensors, 25, http://dx.doi.org/10.3390/s25041153
    Journal articles | 2025
    Ferdous J; Islam R; Mahboubi A; Islam MZ, 2025, 'A novel technique for ransomware detection using image based dynamic features and transfer learning to address dataset limitations', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-025-17647-1
    Journal articles | 2025
    Foster K; Costadopoulos N; Mahboubi A; Ur Rehman S; Zahidul Islam M, 2025, 'Toward Privacy-Preserving Data Sharing - An Australian Healthcare Perspective', IEEE Access, 13, pp. 39405 - 39427, http://dx.doi.org/10.1109/ACCESS.2025.3545778
    Journal articles | 2025
    Halder S; Rafiqul Islam M; Mamun Q; Mahboubi A; Walsh P; Zahidul Islam M, 2025, 'A comprehensive survey on AI-enabled secure social industrial Internet of Things in the agri-food supply chain', Smart Agricultural Technology, 11, http://dx.doi.org/10.1016/j.atech.2025.100902
    Journal articles | 2025
    Luong K; Mahboubi A; Jarrad G; Camtepe S; Bewong M; Bahutair M; Aboutorab H; Bui HT, 2025, 'ConceptUML: Multiphase unsupervised threat detection via latent concept learning, Hidden Markov Models and topic modelling', Journal of Information Security and Applications, 93, http://dx.doi.org/10.1016/j.jisa.2025.104160
    Journal articles | 2025
    Mahboubi A; Luong K; Aboutorab H; Bui HT; Camtepe S; Ansari K; Barry B, 2025, 'The evolving threat landscape of botnets: Comprehensive analysis of detection techniques in the age of artificial intelligence', Internet of Things the Netherlands, 33, http://dx.doi.org/10.1016/j.iot.2025.101728
    Journal articles | 2025
    Mahboubi A; Luong K; Jarrad G; Camtepe S; Bewong M; Bahutair M; Pogrebna G, 2025, 'Lurking in the shadows: Unsupervised decoding of beaconing communication for enhanced cyber threat hunting', Journal of Network and Computer Applications, 236, http://dx.doi.org/10.1016/j.jnca.2025.104127
    Journal articles | 2025
    Pieprzyk J; Pawłowski M; Morawiecki P; Mahboubi A; Duda J; Camtepe S, 2025, 'Pseudorandom bit generation with asymmetric numeral systems', International Journal of Information Security, 24, http://dx.doi.org/10.1007/s10207-025-00995-4
    Journal articles | 2024
    Bui HT; Aboutorab H; Mahboubi A; Gao Y; Sultan NH; Chauhan A; Parvez MZ; Bewong M; Islam R; Islam Z; Camtepe SA; Gauravaram P; Singh D; Ali Babar M; Yan S, 2024, 'Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems', Computers and Security, 140, http://dx.doi.org/10.1016/j.cose.2024.103754
    Journal articles | 2024
    Ferdous J; Islam R; Mahboubi A; Zahidul Islam M, 2024, 'AI-Based Ransomware Detection: A Comprehensive Review', IEEE Access, 12, pp. 136666 - 136695, http://dx.doi.org/10.1109/ACCESS.2024.3461965
    Journal articles | 2024
    Gao Y; Camtepe SA; Sultan NH; Bui HT; Mahboubi A; Aboutorab H; Bewong M; Islam R; Islam MZ; Chauhan A; Gauravaram P; Singh D, 2024, 'Security threats to agricultural artificial intelligence: Position and perspective', Computers and Electronics in Agriculture, 227, http://dx.doi.org/10.1016/j.compag.2024.109557
    Journal articles | 2024
    Mahboubi A; Camtepe S; Ansari K; Pawłowski M; Morawiecki P; Aboutorab H; Pieprzyk J; Duda J, 2024, 'Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method', Journal of Information Security and Applications, 86, http://dx.doi.org/10.1016/j.jisa.2024.103873
    Journal articles | 2024
    Mahboubi A; Luong K; Aboutorab H; Bui HT; Jarrad G; Bahutair M; Camtepe S; Pogrebna G; Ahmed E; Barry B; Gately H, 2024, 'Evolving techniques in cyber threat hunting: A systematic review', Journal of Network and Computer Applications, 232, http://dx.doi.org/10.1016/j.jnca.2024.104004
    Journal articles | 2023
    Ferdous J; Islam R; Mahboubi A; Islam MZ, 2023, 'A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms', IEEE Access, 11, pp. 121118 - 121141, http://dx.doi.org/10.1109/ACCESS.2023.3328351
    Journal articles | 2023
    Pieprzyk J; Duda J; Pawłowski M; Camtepe S; Mahboubi A; Morawiecki P, 2023, 'The Compression Optimality of Asymmetric Numeral Systems', Entropy, 25, http://dx.doi.org/10.3390/e25040672
    Journal articles | 2022
    Camtepe S; Duda J; Mahboubi A; Morawiecki P; Nepal S; Pawłowski M; Pieprzyk J, 2022, 'ANS-based compression and encryption with 128-bit security', International Journal of Information Security, 21, pp. 1051 - 1067, http://dx.doi.org/10.1007/s10207-022-00597-4
    Journal articles | 2021
    Camtepe S; Duda J; Mahboubi A; Morawiecki P; Nepal S; Pawlowski M; Pieprzyk J, 2021, 'Compcrypt-Lightweight ANS-Based Compression and Encryption', IEEE Transactions on Information Forensics and Security, 16, pp. 3859 - 3873, http://dx.doi.org/10.1109/TIFS.2021.3096026
    Journal articles | 2020
    Mahboubi A; Camtepe S; Ansari K, 2020, 'Stochastic Modeling of IoT Botnet Spread: A Short Survey on Mobile Malware Spread Modeling', IEEE Access, 8, pp. 228818 - 228830, http://dx.doi.org/10.1109/ACCESS.2020.3044277
    Journal articles | 2017
    Mahboubi A; Camtepe S; Morarji H, 2017, 'A Study on Formal Methods to Generalize Heterogeneous Mobile Malware Propagation and Their Impacts', IEEE Access, 5, pp. 27740 - 27756, http://dx.doi.org/10.1109/ACCESS.2017.2772787
  • Preprints | 2025
    Mahboubi A; Aboutorab H; Camtepe S; Bui HT; Luong K; Ansari K; Wang S; Barry B, 2025, Data Encryption Battlefield: A Deep Dive into the Dynamic Confrontations in Ransomware Attacks, http://dx.doi.org/10.48550/arxiv.2504.20681
    Conference Papers | 2025
    Mahboubi A; Ansari K; Camtepe S, 2025, 'Multi-Stage Payload Execution with Fragmented Double-Layer Encoding', in Proceedings of IEEE ACS International Conference on Computer Systems and Applications Aiccsa, http://dx.doi.org/10.1109/AICCSA66935.2025.11315276
    Preprints | 2025
    Sultan NH; Bo Y; Gao Y; Camtepe S; Mahboubi A; Bui HT; Chauhan A; Aboutorab H; Bewong M; Singh D; Gauravaram P; Islam R; Abuadbba S, 2025, Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users, http://dx.doi.org/10.48550/arxiv.2502.08989
    Conference Papers | 2025
    Thomson S; Bewong M; Mahboubi A; Zia T, 2025, 'Social Engineering Attacks: A Systemisation of Knowledge on People Against Humans', in 2025 IEEE International Conference on Big Data (BigData), IEEE, pp. 3752 - 3761, presented at 2025 IEEE International Conference on Big Data (BigData), 08 December 2025 - 11 December 2025, http://dx.doi.org/10.1109/bigdata66926.2025.11402315
    Preprints | 2025
    Thomson S; Bewong M; Mahboubi A; Zia T, 2025, Social Engineering Attacks: A Systemisation of Knowledge on People Against Humans, http://dx.doi.org/10.48550/arxiv.2601.04215
    Conference Papers | 2024
    Halder S; Bewong M; Mahboubi A; Jiang Y; Islam MR; Islam MZ; Ip RHL; Ahmed ME; Ramachandran GS; Ali Babar M, 2024, 'Malicious Package Detection using Metadata Information', in Www 2024 Proceedings of the ACM Web Conference, pp. 1779 - 1789, http://dx.doi.org/10.1145/3589334.3645543
    Preprints | 2024
    Halder S; Bewong M; Mahboubi A; Jiang Y; Islam R; Islam Z; Ip R; Ahmed E; Ramachandran G; Babar A, 2024, Malicious Package Detection using Metadata Information, http://dx.doi.org/10.48550/arxiv.2402.07444
    Conference Papers | 2024
    Mahboubi A; Camtepe S; Ansari K; Pawłowski M; Morawiecki P; Duda J; Pieprzyk J, 2024, 'File System Shield (FSS): A Pass-Through Strategy Against Unwanted Encryption in Network File Systems', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 213 - 233, http://dx.doi.org/10.1007/978-981-97-7737-2_12
    Preprints | 2022
    Pieprzyk J; Duda J; Pawlowski M; Camtepe S; Mahboubi A; Morawiecki P, 2022, Compression Optimality of Asymmetric Numeral Systems, http://dx.doi.org/10.48550/arxiv.2209.02228
    Conference Papers | 2018
    Mahboubi A; Camtepe S; Morarji H, 2018, 'Reducing USB Attack Surface: A Lightweight Authentication and Delegation Protocol', in 2018 International Conference on Smart Computing and Electronic Enterprise Icscee 2018, http://dx.doi.org/10.1109/ICSCEE.2018.8538400

Chief Investigator (Completed)

  • Ransomware Resilient File Safe Havens
  • Ransomware Resilient File Safe Havens for Cloud Data
  • THRD: Threat Detection and Response with Heterogeneous Data Sources
  • SCATES: Securing Critical Agriculture Technology and Emerging Solutions

Co-Investigator (Completed)

  • Software Security with Focus on Critical Technologies
  • SCReeD: Sharing Cybersecurity Data for Australian Research

Co-Investigator (Current-Charles Sturt University)

  • AgriTwins: Bridging Cyber-Secure Emerging Technologies and Data-Centric Twin Tech for Resilient Agriculture of the Future
  • Autonomous AI-Driven Cyber Threat Prediction and Defence System (CSIRO–Telstra)

  • Vice-Chancellor’s Research Excellence Award (Early Career Researcher)Charles Sturt University, 2024

  • Artificial Intelligence and Cyber Futures Institute Impact AwardCharles Sturt University, 2024

  • Australian Information Security Association (AISA) Finalist – Researcher of the Year2024

  • iAwards NSW Finalist2024

Dr Mahboubi’s research advances cyber resilience through the integration of artificial intelligence (AI), data science, and cybersecurity engineering. His current work integrates agentic and multi-agent AI, collective and distributed intelligence (CI/DI), and secure DevOps (CI/CD) frameworks to enhance cyber defence, automation, and intelligent decision-making in complex digital environments. Key areas of research include:

  • Ransomware resilience and prevention
  • AI-driven threat intelligence
  • Automated vulnerability detection
  • Cybersecurity for agriculture and emerging technologies (AgTech)