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Posts by Collection
portfolio
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publications
Development of a Cyber Effects Ontology for Use in Military Simulation
Published in University of New South Wales Honours Thesis, 2015
Advised by Benjamin Turnbull at the University of New South Wales Canberra.
The Cyber Simulation Terrain: Towards an Open Source Cyber Effects Simulation Ontology
Published in 16th Australian Information Warfare Conference, 2015
Introduced the Cyberspace Effects Simulation Ontology for network vulnerability modelling.
System of Systems Cyber Effects Simulation Ontology
Published in Winter Simulation Conference, 2015
Outlines how cyber-effects could be modelled using an ontological structure.
The Role of the Royal Australian Corps of Signals in Future Deployable Cyber-Warfare Capabilities
Published in Royal Australian Corps of Signals Conference, 2016
Proposed a new force structure for cyberspace operations. Informed the writing of the Australian Army’s cyberspace capability realisation plan.
Development of a Privacy Impact Assessment Ontology for the Internet of Things
Published in University of Southern Queensland Masters Thesis, 2022
Advised by Xiaohui Tao at the University of Southern Queensland.
COMPASS: Cardinal Orientation Manipulation and Pattern-Aware Spatial Search
Published in The 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2023
Presents a Suite of Algorithms for cardinality-invariant geospatial pattern matching.
GESTALT: Geospatially Enhanced Search with Terrain Augmented Location Targeting
Published in The 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2023
Develops a prototype system that enables a user to issue a pictorial query for a location based on the arrangement of objects in that location.
A Framework for Benchmarking Graph-Based Artificial Intelligence
Published in University of Maryland Masters Thesis, 2024
Advised by Bill Regli at the University of Maryland.
The Future of Graph-based Spatial Pattern Matching (Vision Paper)
Published in The 40th International Conference on Data Engineering Workshops, 2024
Reviews spatial pattern matching approaches and identifies opportunities to apply machine learning to the problem.
Cross-Lingual Clustering Using Large Language Models
Published in 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2024
Evaluates the ability of LLMs to conduct cross-lingual clustering of news articles based on geospatial and topical information contained in the text.
Graph-based Spatial Pattern Matching: A Theoretical Comparison
Published in 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2024
Theoretic analysis of existing graph-based approaches to spatial pattern matching showing that exact solutions are intractable and sampling-based approaches are ineffective.
Metric Reasoning in Large Language Models
Published in 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2024
Evaluates the ability of LLMs to conduct formal spatial reasoning using metric relations finding a general lack of geospatial reasoning ability.
teaching
Teaching Assistant
Undergraduate course, UNSW, School of Enineering and Information Technology, 2014
Teaching assistant to the ZINT2100 Introduction to Cyber Security Course
Tactics Instructor
Professional Course, Royal Military College - Duntroon, 2021
Lecturing, tutoring and assessing complex tactics and stability operations.
Curriculum Coordinator
Professional Course, Royal Military College - Duntroon, 2021
Responsible for the development and implementation of the leadership, character and ethics curriculum, including the conduct of arduous field training exercises (Tobruk, Shaggy Ridge and Stretton).