Master Theses & Projects: Recent submissions
Now showing items 1-20 of 294
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Raising the bar for password crackers: improving the quality of honeywords with deep neural networks
(2022-12-01)Honeywords are fictitious passwords inserted into databases in order to identify password breaches. Producing honeywords that are difficult to distinguish from actual passwords automatically is a time-consuming and ... -
Virtual machine detection through Central Processing Unit (CPU) detail anomalies
(2022-12-01)Malware analysts commonly use virtual machines to provide safe environments to study malware. Malware authors in response, include virtual machine detection functions in their malware so it changes its behavior should a ... -
Anodic alcohol fuel cell reactions at platinum active sites on doped metal oxide supports
(2022-12-01)Fuel cells produce electrical energy via chemical reactions, which take place on the carbon supported platinum catalyst (Pt/C). As attractive as these devices may seem, their practicality is often limited by the functionality ... -
A modular approach to image matting
(2022-11-01)Image matting is the art of creating an accurate alpha matte for the purpose of foreground separation in an image or video. Although there have been many methods which only require an input image, the best-performing image ... -
TCP congestion control using reinforcement learning
(2022-10-01)TCP, a transport layer protocol which ensures the reliable delivery of information on the network, is the basis of Internet connectivity, with 85% of the worlds Internet traffic being TCP based. TCP however, is slow to ... -
Unified processing of natural language and relational data
(2022-09-01)This work outlines a method for performing natural language tasks as part of a relational framework. Utilizing features of PostgreSQL as a relational database and its extensibility to allow for word embedding without leaving ... -
MAVIDS: an intelligent intrusion detection system for autonomous unmanned aerial vehicles
(2021-07-01)Unmanned Aerial Vehicles (UAVs) face a large threat landscape, being used in numerous industries in hostile environments while relying on wireless communication. As attacks against UAVs increase, an intelligent Intrusion ... -
Investigation of KimiaNet's and DenseNet's deep features in lung cancer subtypes
(2020-12-01)Deep neural networks (DNN) have extended applications in the _eld of digital pathology. One of which is to act as feature extractors for content-based image retrieval (CBIR) systems. Therefore, it is necessary to investigate ... -
A heart rate and skin response module for adaptive difficulty in virtual reality
(2022-09-01)Virtual Reality (VR) is becoming an ubiquitous technology currently being in many areas as it offers simulated realistic environments suitable for training. Despite the advances in VR technology, one-size-fits solutions ... -
A nonlinear and nonlocal model for animal aggregation
(2022-09-01)An aggregation model is a kind of model used to show the dynamics of the distribution of the population of organisms. Mathematically, we can use a partial differential equation to model the density of an organism at different ... -
Discrete optimization of upgrade scheduling
(2022-08-01)A primary objective of the mission to meet climate change goals of reducing greenhouse gas (GHG) emissions is to transition from fossil fuels to zero-emission energy. Fossil fuel production and transportation account for ... -
Brønsted acid-catalyzed stereoselective allylation of exo-glycals with allyltrimethylsilane
(2022-08-01)Quaternary stereocenter on carbohydrate scaffolds is an important motif due to its presence in natural products and biologically active compounds. However, the preparation of C,C-glycosides is a challenge, and to date, ... -
Investigating proteomic profiles of skin mucus and blood plasma of rainbow trout (Oncorhynchus mykiss) exposed to low concentrations of waterborne nickel
(2022-08-01)The Ontario Ring of Fire located in the James Bay Lowlands is a nickel rich ore with ongoing mining proposals. This raises the possibility of nickel contamination in one of Ontario’s most precious freshwater regions and ... -
Aiding the experts: how artificial intelligence can augment expert evaluation with PathOS+
(2022-07-01)Within games user research (GUR) predictive methods like expert evaluation are good for getting easy insights on a game in development but may not accurately reflect the player experience. On the other hand, experimental ... -
Development of upper limb customized non- isomorphic VR interact ions for reaching, grabbing, and placing objects
(2022-08-01)Virtual Reality (VR) is becoming adopted in education, training, and entertainment due to its growing affordability. The variability of user preferences and physical capabilities in VR requires configurable settings in ... -
Simulation and modelling to develop a nanopore-based device for ricin detection
(2022-08-01)Nanopore-based protein detection represents an exciting opportunity to develop ultrasensitive diagnostic devices that are both portable and affordable. Aptamer-encoded nanopores detect target molecules by binding to them ... -
Single magnetic resonance image super-resolution using generative adversarial network
(2022-08-01)Super-Resolution is the process of converting given low-resolution images into corresponding high-resolution ones. The resolution enhancement process applied to medical images can potentially improve diagnostic accuracy ... -
Multi-scale local explanation approach for image analysis using model-agnostic explainable artificial intelligence (XAI)
(2022-08-01)The recent success of deep neural networks has generated a remarkable growth in Artificial Intelligence (AI) research, and it received much interest over the past few years. However, one of the main challenges for the broad ... -
Magic Pen: automatic pen-mode switching for document annotation
(2022-08-01)Traditional digital pen interfaces use menu buttons to change pen modes, resulting in time and cognitive load spent on round-trips and potential errors from tapping small mode selection buttons. This thesis presents Magic ... -
Proportional-integral control in the evaluation of glucose homeostasis and Type 2 Diabetes
(University of Ontario Institute of Technology, 2022-06-01)Mathematical modelling of blood sugar dynamics has been explored since the early 1960s. For most of these models, measurements of hormones such as insulin and glucagon are required to find parameter values that yield ...