Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"Proactive detection"”.
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PROACTIVE DETECTION OF ALCOHOL IMPAIRMENT: LEVERAGING ARTIFICIAL INTELLIGENCE FOR ENHANCED TRAFFIC SAFETY
… prevention strategies to save traffic. Current detection systems are primarily reactive, with limited effectiveness in proactively identifying impairment, especially out-of-the-vehicle detection methods. To address this gap, this thesis introduces a novel approach that uses machine learning (ML) …
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DeepARG+ - A Computational Pipeline for the Prediction of Antibiotic Resistance
… communities provides an opportunity for proactive detection of emerging antibiotic resistance genes (ARGs) from such data, but there are a limited number of pipelines that enable the identification of novel ARGs belonging to diverse antibiotic classes at present. Therefore, there is a …
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AI-based Detection Against Cyberattacks in Cyber-Physical Distribution Systems
… impact of coordinated attacks and the design of proactive defense to detect the attacker's intent to predict the attack trajectory. The vulnerability assessment of the cyber-physical system in this work identifies the key areas in the system that are prone to cyberattacks and failure to detect …
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Proactively detecting unreliable tests
… to enable developers to more easily and proactively detect and debug unreliable tests early, before they become a problem and slow down the development process. Developers write unreliable tests, which may pass on their machine but may at a later point fail because the environment …
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Proactive abuse prevention in clouds
… approach to cloud security that mitigates abuse proactively before the damage is done. Current defense mechanisms are ill-suited as they are primarily designed to mitigate incoming attacks, where the cloud is the target of the attack. Outbound traffic and resource usage is seldom scrutinized for …
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User-Intention Based Program Analysis for Android Security
… vulnerable and malicious mobile apps with high detection accuracy remains an open problem. In this thesis, we address the problem of Android security by presenting a new quantitative program analysis framework for security vetting of Android apps. We first introduce a highly accurate proactive …