Now showing items 1-5 of 5
Design and development of a machine learning-based framework for phishing website detection
Phishing is a social engineering cyber attack to steal personal information from users. Attackers solicit individuals to click phishing links by sending them emails or social media text messages with deceptive content. ...
Magic Pen: automatic pen-mode switching for document annotation
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 ...
Rapid remaining-useful-life prediction of Li-ion batteries using image-based machine learning
With the increased integration of lithium-ion batteries in our everyday lives, accurate and reliable battery management systems have become an imperative aspect of the well-being of our everyday electronics. This thesis ...
A supervised machine learning-based framework to detect low-level fault injections in software systems
Fault injection attacks inject faults into system components, inducing abnormal software behavior. Software vulnerability analysis cannot prevent new attack vectors without software modifications. Attack detection methods ...
Investigation of electrochemical and material properties of TiO2 nanostructures generated by pulsed laser ablation
The most challenging feature of the supercapacitor is low energy density. The supercapacitor's low energy density can be improved by proposing new materials for electrodes, electrolytes, etc. This thesis presents a new ...