Security and privacy issues in federated healthcare – An overview
Securing medical records is a significant task in Healthcare communication. The major setback during the transfer of medical data in the electronic medium is the inherent difficulty in preserving data confidentiality and patients’ privacy. The innovation in technology and improvisation in the medica...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2022-02-01
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| Series: | Open Computer Science |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/comp-2022-0230 |
| _version_ | 1811280833880784896 |
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| author | Amalraj Jansi Rani Lourdusamy Robert |
| author_facet | Amalraj Jansi Rani Lourdusamy Robert |
| author_sort | Amalraj Jansi Rani |
| collection | DOAJ |
| description | Securing medical records is a significant task in Healthcare communication. The major setback during the transfer of medical data in the electronic medium is the inherent difficulty in preserving data confidentiality and patients’ privacy. The innovation in technology and improvisation in the medical field has given numerous advancements in transferring the medical data with foolproof security. In today’s healthcare industry, federated network operation is gaining significance to deal with distributed network resources due to the efficient handling of privacy issues. The design of a federated security system for healthcare services is one of the intense research topics. This article highlights the importance of federated learning in healthcare. Also, the article discusses the privacy and security issues in communicating the e-health data. |
| first_indexed | 2024-04-13T01:21:59Z |
| format | Article |
| id | doaj.art-43deaaee3d214db1af09dc1d21c18271 |
| institution | Directory Open Access Journal |
| issn | 2299-1093 |
| language | English |
| last_indexed | 2024-04-13T01:21:59Z |
| publishDate | 2022-02-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Open Computer Science |
| spelling | doaj.art-43deaaee3d214db1af09dc1d21c182712022-12-22T03:08:44ZengDe GruyterOpen Computer Science2299-10932022-02-01121576510.1515/comp-2022-0230Security and privacy issues in federated healthcare – An overviewAmalraj Jansi Rani0Lourdusamy Robert1Department of Computer Science, Government Arts College, Coimbatore-641 018, Tamil Nadu, IndiaDepartment of Computer Science, Government Arts College, Coimbatore-641 018, Tamil Nadu, IndiaSecuring medical records is a significant task in Healthcare communication. The major setback during the transfer of medical data in the electronic medium is the inherent difficulty in preserving data confidentiality and patients’ privacy. The innovation in technology and improvisation in the medical field has given numerous advancements in transferring the medical data with foolproof security. In today’s healthcare industry, federated network operation is gaining significance to deal with distributed network resources due to the efficient handling of privacy issues. The design of a federated security system for healthcare services is one of the intense research topics. This article highlights the importance of federated learning in healthcare. Also, the article discusses the privacy and security issues in communicating the e-health data.https://doi.org/10.1515/comp-2022-0230federated learninghealthcareprivacysecurityauthentication |
| spellingShingle | Amalraj Jansi Rani Lourdusamy Robert Security and privacy issues in federated healthcare – An overview Open Computer Science federated learning healthcare privacy security authentication |
| title | Security and privacy issues in federated healthcare – An overview |
| title_full | Security and privacy issues in federated healthcare – An overview |
| title_fullStr | Security and privacy issues in federated healthcare – An overview |
| title_full_unstemmed | Security and privacy issues in federated healthcare – An overview |
| title_short | Security and privacy issues in federated healthcare – An overview |
| title_sort | security and privacy issues in federated healthcare an overview |
| topic | federated learning healthcare privacy security authentication |
| url | https://doi.org/10.1515/comp-2022-0230 |
| work_keys_str_mv | AT amalrajjansirani securityandprivacyissuesinfederatedhealthcareanoverview AT lourdusamyrobert securityandprivacyissuesinfederatedhealthcareanoverview |