The secondary use of the Finnish national health data repository Kanta – opportunities and obstacles by Emmi Eronen, Alpo Olavi Värri, Miika Järvinen

“…While protecting the privacy of the individuals’ data in the Kanta Services, improvements to the secondary use law are suggested. …”
Get full text

Clinical Simulation Program for the Training of Health Profession Residents in Confidentiality and the Use of Social Networks by Alejandro Martínez-Arce, Alberto Bermejo-Cantarero, Laura Muñoz de Morales-Romero, Víctor Baladrón-González, Natalia Bejarano-Ramírez, Gema Verdugo-Moreno, María Antonia Montero-Gaspar, Francisco Javier Redondo-Calvo

“…After the course, the participants reported intending to modify their behavior when sharing patient data without their consent and with respect to how patients are informed; Conclusions: The use of advanced simulation in the training of interprofessional teams of residents is as an effective tool for initiating attitudinal change and increasing knowledge related to patient privacy and confidentiality. …”
Get full text

Comprehensive Evaluation Method of Privacy-Preserving Record Linkage Technology Based on the Modified Criteria Importance Through Intercriteria Correlation Method by Shumin Han, Yue Li, Derong Shen, Chuang Wang

“…The conflict between data security and shared utilization is significant, with traditional data integration methods risking data leakage and privacy breaches. …”
Get full text

Why don’t we share? Social networks and privacy concerns, a comparative analysis of academics of communication field in Turkiye and Malaysia by Betül Önay Doğan, Nihal Kocabay Şener, Selçuk Kıran, Hasrina Mustafa

“…The findings obtained from both data collection tools were evaluated and the relation between the qualitative and quantitative data was discussed. …”
Get full text

Swarm learning network for privacy-preserving and collaborative deep learning assisted diagnosis of fracture: a multi-center diagnostic study by Yi Xie, Yi Xie, Xinmeng Wang, Huiwen Yang, Huiwen Yang, Jiayao Zhang, Honglin Wang, Zineng Yan, Jiaming Yang, Zhiyuan Yan, Zhiwei Hao, Pengran Liu, Yijie Kuang, Zhewei Ye, Zhewei Ye

“…BackgroundWhile artificial intelligence (AI) has revolutionized medical diagnostics, conventional centralized AI models for medical image analysis raise critical concerns regarding data privacy and security. Swarm learning (SL), a decentralized machine learning framework, addresses these limitations by enabling collaborative model training through secure parameter aggregation while preserving data locality. …”
Get full text

Active Privacy-Preserving, Distributed Edge–Cloud Orchestration–Empowered Smart Residential Mains Energy Disaggregation in Horizontal Federated Learning by Yu-Hsiu Lin, Yung-Yao Chen, Shih-Hao Wei

“…In addition, edge–cloud collaboration based on HFL not only improves data privacy and data security but also enhances network traffic, as it exchanges AI model updates (model weights and biases) for global collaborative AI modeling. …”
Get full text

Blockchain oracles for decentralized agricultural insurance using trusted IoT data by Manoj T, Krishnamoorthi Makkithaya, Narendra V. G., Vijaya Murari T

“…Initially, a method for computing the direct reputation score of IoT devices based on behavioral and data reputation is illustrated. Next, a privacy preserved decentralized oracle mechanism is designed and implemented using a masked secret sharing and secure aggregation scheme. …”
Get full text

Multimedia privacy protection: an N-round cascaded cryptosystem based on merged multi-chaotic maps under various image attacks by Tarek Srour, Ali M. El-Rifaie, Mohsen A. M. El-Bendary, Mostafa Eltokhy, Atef E. Abouelazm, Bilel Neji

Get full text

Safety After Dark: A Privacy Compliant and Real-Time Edge Computing Intelligent Video Analytics for Safer Public Transportation by Johan Barthelemy, Umair Iqbal, Yan Qian, Mehrdad Amirghasemi, Pascal Perez

Get full text

Legitimacy of investigative forensic genetic genealogy under Art. 8 ECHR by Oliver M. Tuazon, Bart Custers, Gerrit-Jan Zwenne

“…The proportionality of its use largely depends on the provision of appropriate safeguards in an iFGG-enabling law that would protect genetic data privacy. …”
Get full text

Privacy Matters: Experiences of Rural and Remote Emergency Department Patients – A Mixed-Methods Research Conducted in Newfoundland and Labrador, Canada by Aswathy Geetha Manukumar, Matthew Miller, Christopher Patey, Hensley H Mariathas, Nahid Rahimipour Anaraki, Anna Walsh, Oliver Hurley, Dorothy Senior, Holly Etchegary, Paul Norman, Peter Wang, Shabnam Asghari

“…Methods: This study used a mixed-methods design, gathering quantitative and qualitative data using a telephone survey and semi-structured interviews. …”
Get full text

Data Security Model Using (AES-LEA) Algorithms for WoT Environment by Zinah A. Al-jazaeri, Joolan Rokan Naif, Ahmad Mohamad Ghandour

“…Therefore, ensuring data privacy and protection is a major challenge for organizations and individuals. …”
Get full text

Social Engineering Threat Analysis Using Large-Scale Synthetic Data by Sellappan Palaniappan, Rajasvaran Logeswaran, Shapla Khanam, Pulasthi Gunawardhana

“…Our model achieved an accuracy of 0.8984 and an F1 score of 0.9253, demonstrating its effectiveness in detecting social engineering attacks. The use of synthetic data overcomes the problem of lack of availability of real-world data due to privacy issues, and is demonstrated in this work to be safe, scalable, ethics friendly and effective.…”
Get full text

Automatisk Nummerpladegenkendelse (ANPG) by Tanja Kammersgaard Christensen

“…The wider scope of personal data used in investigations increasingly threatens the right to privacy. …”
Get full text

Data Protection in Employment: Implications of the Personal Data Protection Act in Tanzania by Mark Malekela, Aliko Simon

“…Innovations in technology, their varied uses, and the widespread use of social media have all advanced more quickly than in the past, both globally and in the workplace, where employee and customer data is constantly being collected and digitally documented. …”
Get full text

Risk assessment of data protection in the maritime industry using system-theoretic process analysis by Sutthipong Yungratog, Hyungju Kim, Wonsiri Punurai, Sotarat Thammaboosadee

“…Data protection assessment is a significant issue to security and privacy enhancement. …”
Get full text

Architectural Design for Data Security in Cloud-based Big Data Systems by Mujeeb-ur-Rehman Jamali, Najma Imtiaz Ali, Abdul Ghafoor Memon, Mujeeb-u-Rehman Maree, Aadil Jamali

“…The architectural style and structure chosen for a system should be based on the non-functional system requirements. Big Data technologies are used to store handles huge amounts of operational data in the public domain. …”
Get full text

Islands of data: cultivating an open data landscape for sustainable development in the Caribbean by Ian R. Hambleton, Selvi Jeyaseelan

“…Efforts made towards data-sharing must consider privacy, security and the ethical use of information, and the tension between data as a social good and data for commercial gain can be a determinant of data-sharing decisions. …”
Get full text

PK-Judge: Enhancing IP Protection of Neural Network Models Using an Asymmetric Approach by Wafaa Kanakri, Brian King

Get full text

How to use relevant data for maximal benefit with minimal risk: digital health data governance to protect vulnerable populations in low-income and middle-income countries by Nicki Tiffin, Asha George, Amnesty Elizabeth LeFevre

“…Globally, the volume of private and personal digital data has massively increased, accompanied by rapid expansion in the generation and use of digital health data. …”
Get full text