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 3 of 3 for “"Adversarial Defense"”.
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Robust and Efficient AI-models for Medical Image Reconstruction, Segmentation, and Multimodal Knowledge Distillation
… and remain robust against noise and adversarial perturbations. Overcoming these barriers requires moving beyond narrowly data-driven systems toward AI frameworks that are both technically sophisticated and broadly adaptable to the complexity of clinical practice. This dissertation …
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ATTACK AND DEFENSE IN SECURITY ANALYTICS
… and prevents the potential threat from adversarial attacks.</p> <p>In the first part, we demonstrate case studies in solving the security problem of categorical classification and time-series abnormal detection. In the proposed framework, we handle the incoming data by utilizing the …
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Architecting Secure and Adaptive Intelligent Systems for Multidisciplinary Biometric and Mobility Challenges
Questa tesi è dedicata alla creazione di sistemi intelligenti che non siano solo intelligenti, ma anche sicuri e adattabili, concentrandosi sui domini critici della mobilità urbana e dell'identificazione biometrica. Comprende quattro progetti di ricerca integrati, tutti uniti dall'obiettivo …