RSA is an asymmetric encryption algorithm that uses two different keys, a public key to encrypt the plain text and a private key to decrypt the cipher text. Fernet is a symmetric encryption algorithm that uses a singl...
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This paper addresses cybersecurity challenges in integrating Generative Artificial Intelligence (GenAI) into applications. It proposes a risk analysis approach that focuses on identifying threats and vulnerabilities e...
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ISBN:
(数字)9789532901382
ISBN:
(纸本)9798350354614
This paper addresses cybersecurity challenges in integrating Generative Artificial Intelligence (GenAI) into applications. It proposes a risk analysis approach that focuses on identifying threats and vulnerabilities exploited by malicious actors, which is validated through a case study on prompt injection attacks. The results demonstrated the efficacy of our approach in identifying and quantifying vulnerabilities in Large Language Models (LLMs).
Heart disease remains a leading global health concern, with millions of people affected worldwide. The World Health Organization has highlighted the alarming increase in heart disease, even among non-smokers. Data min...
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ISBN:
(数字)9798331519643
ISBN:
(纸本)9798331519650
Heart disease remains a leading global health concern, with millions of people affected worldwide. The World Health Organization has highlighted the alarming increase in heart disease, even among non-smokers. Data mining techniques, such as association rule mining, offer a promising approach to identify patterns and relationships within large datasets. In this study, the authors propose using the Eclat algorithm to efficiently discover frequent itemsets and association rules in heart disease data. By analyzing these patterns, we can gain valuable insights into the factors contributing to heart disease. The results of this analysis suggest that men are at a higher risk of heart disease compared to women, and high cholesterol levels and chest pain are common symptoms associated with the condition. This research demonstrates the potential of data mining techniques to uncover hidden patterns and improve our understanding of heart disease. By identifying key risk factors and symptoms, we can develop more effective prevention and treatment strategies.
The idea of a 'smart city' is one in which cities may effectively and efficiently manage their resources to raise the standard of living of its residents. Cities are already capable of performing sensing, unde...
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This paper presents a performance analysis of GloVe word embeddings in Batak language – English, utilizing Long Short-Term Memory (LSTM) models. The Batak language, with its rich language features and relatively low ...
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ISBN:
(数字)9798331517601
ISBN:
(纸本)9798331517618
This paper presents a performance analysis of GloVe word embeddings in Batak language – English, utilizing Long Short-Term Memory (LSTM) models. The Batak language, with its rich language features and relatively low resource availability, poses significant challenges for machine translation tasks. By integrating GloVe embeddings into LSTM networks, we aim to enhance the quality and accuracy of translation outputs. The study compares the effectiveness of GloVe embeddings against Word2Vec embeddings. Our experiments involve training and evaluating LSTM models with both embedding techniques, followed by an analysis of translation performance metrics. The result demonstrate the relative strengths and weakness of each embedding approach, providing valuable insight into their suitability for low-resource language translation tasks.
Artificial Intelligence techniques based on Machine Learning algorithms, Neural Networks and Naïve Bayes can optimise the diagnostic process of the SARS-CoV-2 or Covid-19. The most significant help of these techn...
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This paper investigates the shift in crowdsourcing towards self-managed enterprises of crowdworkers (SMECs), diverging from traditional platform-controlled models. It reviews the literature to understand the foundatio...
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The patient's infusion fluid will only be changed if the nurse changes it or based on information from the patient's family. The research method used in terms of fluid volume utilizes the function of the Ardui...
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The design and construction of delivering announcements using a web-based SMS gateway aims to help overcome problems that often occur at pioneer airports;this is because when passengers want to travel, many passengers...
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Knowing a lot about attributes, such as bank client data, marketing campaigns, social and economic context, and so on, is necessary to predict which bank customers are likely to sign up for time deposits. The direct m...
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