Although state-of-the-art image-based malware classification models give the best performance, these models fail to consider real-world deployment challenges due to various reasons. We address three such problems thro...
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Ensuring data security and privacy is highly pertinent in today's era marked by the dominance of collaborative machine learning. This study presents a novel framework, named"Quantum-Resilient Privacy-Preservi...
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Diabetes is a chronic metabolic disorder that affects millions of people worldwide, and early diagnosis and effective prediction of this disease are crucial for its management and prevention of associated complication...
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The liver is an important organ because it produces vitamins & substances necessary for the survival of the decaying body, including iron, toxins, proteins, & carbs. It aids in vitamin and mineral metabolism, ...
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Tumor is the abnormal development of cells in the body. The fairly significant overgrowth of brain cells is known as a brain tumor and classification manually takes time and is only possible at a few diagnostic facili...
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Federated learning is a machine learning technique that allows multiple devices to collaboratively train a machine learning model without sharing their data with a central server. The data is kept on the local device,...
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Time variant coverage, called sweep coverage in wireless sensor networks has got attention from various re-searchers in recent time. In this problem, a set of mobile sensors are collectively monitoring certain area of...
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Accurate and timely classification of brain tumors is critical for developing effective treatment plans and predicting treatment outcomes. However, CNN-based models commonly used for this task have limitations, such a...
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Augmented Reality (AR) has shown great potential to improve consumer purchasing decisions and experiences. By adding more information and functionality to mobile shopping, AR enables customers to browse and test goods...
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Classifying and mapping weeds are crucial for ensuring that plantations remain free of unwanted plants, particularly in cases where plant spacing is uneven, making weed detection more challenging than it is for crops....
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