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.
Results
Showing 1 to 10 of 10 for “"TECHNOLOGY::Information technology::Computer science::Computer science"”.
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Execution Trace Reconstruction Using Diffusion-Based Generative Models
… frequently fail to fully utilize contextual information leading to poor performance in complex scenarios. This thesis explores the use of diffusion-based generative models, a class of deep learning techniques that have set new benchmarks in various content generation tasks, for reconstructing …
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Reducing Latency and Increasing Resilience to Cyberattacks on Networks
Due to the constant need for Internet access, the multitude of requests from various user devices for content from multiple sources causes routers to suffer high latency if data transmissions are mismanaged. Furthermore, if an attack, such as Denial of Service (DoS) or Distributed Denial of Service …
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Leveraging the Latent Space for Model Understanding and Optimization
In recent years, the field of machine learning has seen massive growth in both the size and quality of models and performance on tasks such as classification or image generation. However, these models are typically limited by two key factors. First, models such as those used in tasks of …
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Graph Attention Mechanisms for Modeling Pathway-Level Importance from Gene Expression
High-throughput sequencing technologies have revolutionized the analysis and profiling of gene expression data, enabling a comprehensive understanding of the complex mechanisms underlying molecular biology. However, the high dimensionality and noise inherent in gene expression data pose significant …
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Link Prediction on Distributed Systems
Microservices are a fundamental component of modern distributed systems, enabling scalability, flexibility, and resilience. However, understanding and predicting the interactions between microservices, which evolve over time, remains a significant challenge. Traditional static models fail to …
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BERT-Based Intrusion Detection System for RF Jamming Attacks in Vehicular Network
As vehicular networks continue to evolve toward increased connectivity and autonomy, they become more vulnerable to cybersecurity threats, particularly Radio Frequency (RF) jamming attacks that can severely disrupt communication systems. This thesis presents a comprehensive study on the application …
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Interactive Online System for Mathematical Induction
… and engaging for learners with the help of technology.
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Computational methods for multi-omic models of cell metabolism and their importance for theoretical computer science
… in this dissertation I focus not only on how computer science can help biologists, but also on how biology can inspire computer scientists. On one hand, computer science provides powerful abstraction tools for metabolic networks. Cell metabolism is the set of chemical reactions taking place in …