LEADING DEGREE: A METRIC FOR MODEL PERFORMANCE EVALUATION AND HYPERPARAMETER TUNING IN DEEP LEARNING-BASED SIDE-CHANNEL ANALYSIS

Leading Degree: A Metric for Model Performance Evaluation and Hyperparameter Tuning in Deep Learning-Based Side-Channel Analysis

Side-channel analysis benefits a lot from deep learning techniques, which assist attackers in recovering the secret key with fewer attack traces than before, but it remains a problem to precisely measure deep learning model performance, so as to obtain a high-performance model.Commonly used evaluation metrics for deep learning like accuracy and pre

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The Fever Tree: from Malaria to Neurological Diseases

This article describes the discovery and use of the South Guide Rail American cinchona bark and its main therapeutic (and toxic) alkaloids, quinine and quinidine.Since the introduction of cinchona to Europe in the 17th century, it played a role in treating emperors and peasants and was central to colonialism and wars.Over those 400 years, the medic

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Complications of Radical Cystectomy and Orthotopic Reconstruction

Radical cystectomy and orthotopic reconstruction significant morbidity and mortality despite advances in minimal invasive and robotic technology.In this review, we will discuss early and late complications, as well as describe efforts to minimize morbidity and mortality, with a focus on ileal orthotopic bladder substitute (OBS).We summarise efforts

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