Publications
For a full list of my publications in conferences and periodicals, please visit my ResearchGate.
Malware Classification
Graph-Ensemble Methods for Generating Malware Behavioral Signature
Brezinski, K., Ferens, K.
December 2024. Cybersecurity: Cyber Defense, Privacy and Cyber Warfare. De Gruyter (book); accepted
Complexity-Based Graph Attention Network for Metamorphic Malware Detection
Brezinski, K.
PhD Thesis Dissertation, University of Manitoba DOI: 10.13140/RG.2.2.18773.03043
Graph-Oriented Modelling of Process Event Activity
Metamorphic Malware and Obfuscation -A Survey of Techniques, Variants and Generation Kits
Brezinski, K., Ferens, K.
September 2023. Security and Communication Networks, Vol. 2023, Article ID 8227751
Incorporating Topological Complexity into a Multilayer Perceptron
Transformers - Malware in Disguise
Sandy Toolbox: A Framework for Dynamic Malware Analysis and Model Development
Complexity-Based Lambda Layer for Time Series Prediction
Complexity-Based Convolutional Neural Network for Malware Classification
Environmental Engineering
Multi-spectral characterization of natural organic matter (NOM) from Manitoba surface waters using high performance size exclusion chromatography (HPSEC)
An overview of the uses of high performance size exclusion chromatography (HPSEC) in the characterization of natural organic matter (NOM) in potable water, and ion-exchange applications
Ozonation of natural organic matter and aquatic humic substances: the effects of ozone on the structural characteristics and subsequent trihalomethane formation potential
Sadrnourmohamadi, M., Brezinski, K., Gorczyca, B.
January 2020. Water Quality Research Journal of Canada 55(2). DOI: 10.2166/wqrj.2020.011
Ion-Exchange for Trihalomethane control in potable water treatment – A municipal water treatment case study in Rainy River, Ontario, Canada
Brezinski, K., Gorczyca, B., Sadrnourmohamadi, M.
November 2018. Water Quality Research Journal of Canada 54(20). DOI: 10.2166/wqrj.2018.134
Effect of total organic carbon and aquatic humic substances on the occurrence of lead at the tap
Winning, L., Gorczyca, B., Brezinski, K.
February 2017. Water Quality Research Journal of Canada 52(1). DOI: 10.2166/wqrjc.2017.028
Combinatorial Optimization
An Adaptive Tribal Topology for Particle Swarm Optimization
Population Based Equilibrium in Hybrid SA/PSO for Combinatorial Optimization
Brezinski, K., Guevarra, M., Ferens K.
April 2020. International Journal of Software Science and Computational Intelligence 12(2):74-86. DOI: 10.4018/IJSSCI.2020040105
Cognitive Hybrid PSO/SA Combinatorial Optimization
COVID-19
Classifying SARS-CoV-2 and Common Co-infections from Genome Assemblies
Rahman, M., Brezinski, K., Ferens K.
May2022. Conference: The 6th International Conference on Applied Cognitive Computing (ACC’22: July 25-28, 2022, USA) At: Las Vegas, USA