Select Publications

Journal articles

vanZomeren M; Joiner K; McLean T; Sitnikova E, 2021, 'Leveraging Six-Sigma Techniques in Cybersecurity (preparation)', Journal of Applied Sciences

Fowler S; Joiner K; Sitnikova E, 2021, 'Assessing Cyber-Worthiness of Complex System Capabilities using MBSE: A new rigorous engineering methodology (submitted)', IEEE Systems Journal,

Gamal M; Abbas HM; Moustafa N; Sitnikova E; Sadek RA, 2021, 'Few-Shot Learning for Discovering Anomalous Behaviors in Edge Networks', Computers, Materials and Continua, vol. 69, pp. 1823 - 1837,

Keshk M; Turnbull B; Sitnikova E; Vatsalan D; Moustafa N, 2021, 'Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems', IEEE Access, vol. 9, pp. 55077 - 55097,

Al-Hawawreh M; Sitnikova E; Aboutorab N, 2021, 'X-IIoTID: A Connectivity-and Device-agnostic Intrusion Dataset for Industrial Internet of Things', IEEE Internet of Things Journal, pp. 1 - 1,

Modini J; Lynar T; Sitnikova E; Joiner K, 2020, 'The Application of Epidemiology for Categorising DNS Cyber Risk Factors', International Journal of Computers and Communications, vol. 8, pp. 12 - 28,

Al-Hawawreh M; Sitnikova E, 2020, 'Developing a Security Testbed for Industrial Internet of Things', IEEE Internet of Things,

Joiner K; Rees L; Levett B; Sitnikova E; Townsend D, 2020, 'Learning Environment of Distance and Partly-Distance Postgraduate Coursework Programs', Learning Environments Research, vol. 24, pp. 423 - 449,

Offner K; Sitnikova E; Joiner K; MacIntyre R, 2020, 'Towards understanding cybersecurity capability in Australian healthcare organisations: A systematic review of recent trends, threats and mitigation', Intelligence and National Security,

Koroniotis N; Moustafa N; Sitnikova E, 2020, 'A New Network Forensic Framework based on Deep Learning for Internet of Things Networks: A Particle Deep Framework', Future Generation Computers Systems

Joiner K; Rees L; Levett B; Sitnikova E; Townsend D, 2020, 'Efficacy of structured peer critiquing in postgraduate coursework', Studies in Higher Education,

Brennan G; Joiner K; Sitnikova E, 2019, 'Architectural Choices for Cyber Resilience', Australian Journal of Multidisciplinary Engineering, vol. 15, pp. 68 - 74,

Koroniotis N; Moustafa N; Sitnikova E; Turnbull B, 2019, 'Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset', Future Generation Computer Systems

Al-Hawawreh M; den Hartog F; Sitnikova E, 2019, 'Targeted Ransomware: A New Cyber Threat to Edge System of Brownfield Industrial Internet of Things', IEEE Internet of Things

Koroniotis N; Moustafa N; Sitnikova E, 2019, 'Forensics and Deep Learning Mechanisms for Botnets in Internet of Things: A Survey of Challenges and Solutions', IEEE Access, vol. 7, pp. 61764 - 61785,

Keshk M; Sitnikova E; Moustafa N; Hu J; Khalil I, 2019, 'An Integrated Framework for Privacy-Preserving based Anomaly Detection for Cyber-Physical Systems', IEEE Transactions on Sustainable Computing, pp. 1 - 1,

Joiner KF; Ghildyal A; Devine N; Laing A; Coull A; Sitnikova E, 2018, 'Four testing types core to informed ICT governance for cyber-resilient systems', International Journal of Advances in Security, vol. 11, pp. 313 - 327,

Hassan M; Moustafa N; Sitnikova E; Turnbull B, 2018, 'Privacy-preserving big data analytics for cyber-physical systems', Wireless Networks,

Joiner KF; Atkinson SR; Christensen PH; Sitnikova E, 2018, 'Cybersecurity for Allied Future Submarines', World Journal of Engineering and Technology, vol. 6, pp. 696 - 712,

Al-Hawawreh M; Moustafa N; Sitnikova E, 2018, 'Identification of Malicious Activities in Industrial Internet of Things Based on Deep Learning Models', Journal of Information Security and Applications, vol. 41, pp. 1 - 11,

Sitnikova E, 2017, 'Developing Postgraduate Cyber Security Programs at the Australian Centre for Cyber Security at the University of New South Wales Canberra at ADFA', Journal of the Colloquium for Information System Security Education (CISSE), vol. 1

Fowler S; Sweetman C; Ravindran S; Joiner KF; Sitnikova E, 2017, 'Developing cyber-security policies that penetrate Australian defence acquisitions', The Australian Defence Force Journal,

Sitnikova E; Slay J; Ismail S, 2016, 'SCADA Systems Cyber Security for Critical Infrastructures: Case Studies in Multiple Sectors', Journal of Cyber Warfare and Terrorism, vol. v.6, pp. 79 - 95,

Sitnikova E; Pelton JN; Singh I, 2015, 'Cyber Threats, Extreme Solar Events and EMPs', Inside Homeland Security Journal,

Sitnikova E; Asgarkhani M, 2015, 'Developing a Strategic Framework for Managing Security in SCADA Systems', The Journal in Information Warfare, vol. 13,

S Dhenesh V; Sitnikova E; Slay J, 2012, 'Lessons Towards Developing An Integrated Tool-support for Small Team Meetings', International Journal of Information Engineering and Electronic Business, vol. 4, pp. 42 - 49,

Dhenesh VS; Sitnikova E; Slay J, 2012, 'An integrated tool-support for small team meetings: Lessons from observations of team meetings in organisations', International Journal of Computer Applications in Technology, vol. 45, pp. 1 - 7

Ferris TLJ; Sitnikova E; Duff AH, 2010, 'Building graduate capabilities to communicate research and plans successfully', International Journal of Engineering Education, vol. 26, pp. 891 - 899

Slay J; Sitnikova E, 2009, 'The development of a generic framework for the forensic analysis of SCADA and process control systems', Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 8 LNICST, pp. 77 - 82,

Sitnikova E; Kroeger T; Cook S, 2007, 'Software and systems engineering process capability in the South Australian defence industry', Innovations in Systems and Software Engineering, vol. 3, pp. 129 - 139,

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