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Full-Text Articles in Physical Sciences and Mathematics
Image-Based Malware Classification: A Space Filling Curve Approach, Stephen O Shaughnessy
Image-Based Malware Classification: A Space Filling Curve Approach, Stephen O Shaughnessy
Conference Papers
Anti-virus (AV) software is effective at distinguishing between benign and malicious programs yet lack the ability to effectively classify malware into their respective family classes. AV vendors receive considerably large volumes of malicious programs daily and so classification is crucial to quickly identify variants of existing malware that would otherwise have to be manually examined. This paper proposes a novel method of visualizing and classifying malware using Space-Filling Curves (SFC's) in order to improve the limitations of AV tools. The classification models produced were evaluated on previously unseen samples and showed promising results, with precision, recall and accuracy scores of …
Sensory Seduction And Narrative Pull, Nina Lyons, Matt Smith, Hugh Mccabe
Sensory Seduction And Narrative Pull, Nina Lyons, Matt Smith, Hugh Mccabe
Conference papers
User experience design is a process that has been defined, developed and refined over the last few decades. It is a process of shaping a user's movements through a website or mobile application. It is user-focussed, prioritising utility, ease-of-use and efficiency. It is widely used and has helped advance the way in which users interact with websites and mobile applications, making it far less frustrating. User experience design is a key element in how the internet and mobile technology have become ubiquitous in our daily lives. Given this success, it would seem that continuing to use this process for new …