Application of edge computing technology in smart grid data security by Zhuo Cheng, Jiangxin Li, Jianjun Zhang, Chen Wang, Hui Wang, Juyin Wu

“…By blinding the power and information, the signcrypter can not know the specific power consumption information of the user, so as to ensure the data privacy and security of the user. Implement forward security using proxy key update mechanism and perform batch verification of user signature ciphertext. …”
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Integrating Data Analytics into Traditional Media: Opportunities and Strategic Advantages by Веньхао Чжен, Вікторія Опанасенко

“…Moreover, the use of personal data raises concerns in terms of privacy and ethical standards, which necessitates a careful balancing act between leveraging data for analysing and maintaining the users’ trust. …”
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Improved Private Data Protection Scheme for Blockchain Smart Contracts by Sheng Hu

“…To tackle these challenges and promote the development of blockchain technology, this paper presents a scheme that enhances privacy data protection in blockchain smart contracts using edge computing and a master-slave multichain architecture. …”
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Particular qualities of evaluation of electronic card data in modern healthcare by I. R. Svechkareva, A. A. Kurylev, D. E. Shilova

“…The article discusses various aspects of the implementation and use of EHR, including technical difficulties, data privacy and security issues. …”
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ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYSIS IN CRIME PREVENTION AND COMBAT by George-Marius ȚICAL

“…In the era of accelerated digitalization, the use of artificial intelligence (AI) and big data analysis has become a necessity in crime prevention and combat. …”
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The Ethics of Data and Its Governance: A Discourse Theoretical Approach by Bernd Carsten Stahl

“…This can refer to specific ethical values that data governance is meant to preserve, most obviously in the area of privacy and data protection. …”
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Bringing it All Together: Data from Everywhere to Build Dashboards by David Schuster

“…Using Power BI, Power Automate and a Microsoft gateway, we can see the power of easy access to data without knowing all of the disparate systems. …”
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Revolutionizing Data Exchange Through Intelligent Automation: Insights and Trends by Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, German Castellanos-Dominguez

“…Furthermore, it underscores the urgent need for robust ethical frameworks to guide the responsible use of AI and to protect data privacy. In addressing these challenges, the paper calls for innovative research aimed at overcoming current limitations in scalability and security. …”
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SoK: The Impact of Educational Data Mining on Organisational Administration by Hamad Almaghrabi, Ben Soh, Alice Li, Idrees Alsolbi

“…It outlines key data mining techniques used in tasks like resource allocation, staff evaluation, and institutional planning. …”
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Fingerprint-Based Deduplication for Renewable Energy Data On-Site Analyzing by Zeng Zeng, Liyuan Gao, Hongyue Ma, Wenjing Li

“…By studying fine-grained data fingerprinting and neural network-based renewable energy data edge-analysis technologies, we have enabled edge processing of data, reducing latency and privacy issues, and enhancing the system’s real-time processing capabilities and responsiveness.…”
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Synthetic data in medicine: Legal and ethical considerations for patient profiling by Maja Nisevic, Dusko Milojevic, Daniela Spajic

“…Synthetic data is increasingly used in healthcare to facilitate privacy-preserving research, algorithm training, and patient profiling. …”
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BioGAN: Enhancing Transcriptomic Data Generation with Biological Knowledge by Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli, Pietro Pinoli

“…The advancement of computational genomics has significantly enhanced the use of data-driven solutions in disease prediction and precision medicine. …”
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Smart Grids Data Aggregation Method on Paillier Homomorphic Encryption by Shaodong Zhao

“…Smart grid (SGs) is a highly integrated power system, it is gradually replacing the traditional power grid, but at present there are problems in the SGs data aggregation, such as user privacy leakage, grid data query inflexibly and data leakage. …”
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Synthetic data distillation enables the extraction of clinical information at scale by Elizabeth Geena Woo, Michael C. Burkhart, Emily Alsentzer, Brett K. Beaulieu-Jones

“…Abstract Large-language models (LLMs) show promise for clinical note information extraction, but deployment challenges include high computational costs and privacy concerns. We used synthetic data distillation to fine-tune smaller, open-source LLMs to achieve performance comparable to larger models while enabling local hardware deployment or reduced cloud costs. …”
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Legal paternalism’s influence on the balancing data protection and fundamental rights by I. Patricheev

“…Soft paternalism, on the other hand, can be seen in EU lawmakers’ attempts to nudge data subjects into using their data carefully and reasonably in digital environments without heavily restricting their data autonomy. …”
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Dynamic Pattern Matching on Encrypted Data With Forward and Backward Security by Xiaolu Chu, Ke Cheng, Anxiao Song, Jiaxuan Fu

“…Pattern matching is widely used in applications such as genomic data query analysis, network intrusion detection, and deep packet inspection (DPI). …”
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Cardiac disease diagnosis based on GAN in case of missing data. by Xing Chen, Na Zhang, Xiaohui Yang, Chunyan Wang, Qi Na, Tianyun Luan, Wendi Zhu, Chenjie Zhang, Chao Yang

“…In daily life, two common algorithms are used for collecting medical disease data: data integration of medical institutions and questionnaires. …”
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Literature data-based de novo candidates for drug repurposing by Xianglong Liang, Xin Jiang, Yifang Ma

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Recognition of Human Activities Based on Ambient Audio and Vibration Data by Marcel Koch, Thomas Pfitzinger, Fabian Schlenke, Fabian Kohlmorgen, Roland Groll, Hendrik Wohrle

“…The data obtained by the AMSNs is classified using two distinct neural networks. …”
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Data Overlay Mesh in Distributed Clouds Allowing Collaborative Applications by Milos Simic, Jovana Dedeic, Milan Stojkov, Ivan Prokic

“…This architectural decision does not come without additional costs when managing isolation and data privacy between tenants. That is a known challenge in cloud computing that translates to systems closer to the users, namely edge computing and micro clouds. …”
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