Computer Science
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Real-Time Cybersecurity Situation Awareness Through a User-Centered Network Security Visualization
(2022)One of the most common problems amongst cybersecurity defenders is lack of network visibility, leading to decreased situation awareness and overlooked indicators of compromise. This presents an opportunity for the use of ... -
ROBUSTNESS AND UNDERSTANDABILITY OF DEEP MODELS
(2022)Deep learning has made a considerable leap in the past few decades, from promising models for solving various problems to becoming state-of-the-art. However, unlike classical machine learning models, it is sometimes difficult ... -
A Multi-Faceted Approach for Evaluating Visualization Recommendation Algorithms
(2022)Data visualizations allow analysts to quickly understand data trends, outliers, and patterns. However, designing the "best" visualizations for a given dataset is complicated. Multiple factors need to be considered, such ... -
SENSITIVITY ANALYSIS AND STOCHASTIC OPTIMIZATIONS IN STOCHASTIC ACTIVITY NETWORKS
(2022)Activity networks are a powerful tool for modeling and analysis in project management, and in many other applications, such as circuit design and parallel computing. An activity network can be represented by a directed ... -
Egocentric Vision in Assistive Technologies For and By the Blind
(2022)Visual information in our surroundings, such as everyday objects and passersby, is often inaccessible to people who are blind. Cameras that leverage egocentric vision, in an attempt to approximate the visual field of the ...