Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information? [PDF]
arXiv.org, 2023 Machine learning practitioners often fine-tune generative pre-trained models like GPT-3 to improve model performance at specific tasks. Previous works, however, suggest that fine-tuned machine learning models memorize and emit sensitive information from ...
Albert Yu Sun +6 more
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Asian Journal of Economics Business and AccountingThe integration of Artificial Intelligence (AI) into big data analytics represents a pivotal shift in the management of Personally Identifiable Information (PII) within the financial sector.
Samuel Oladiipo Olabanji +5 more
semanticscholar +4 more sources
Examining the applicability of hard data protection law on demographically identifiable information (DII): the case of humanitarian UAV/drone images in Malawi [PDF]
Journal of International Humanitarian ActionResearch carried out in Northern Malawi concluded that protecting and ensuring responsible use of drone-collected data in disaster-risk areas should be left entirely to the humanitarian organisations collecting these data, with little participation ...
Rogers Alunge Alunge Nnangsope
doaj +2 more sources
Безопасность информационных технологий, 2012 This paper deals with reliability estimation for information systems of personally identifiable information in the case of infrequent failures. The method for samples aggregation is presented.
A. V. Titov, V. O. Chukanov
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Privacy in Public Archives: Managing Personally Identifiable Information in Special Collections
RBM A Journal of Rare Books Manuscripts and Cultural Heritage, 2021 Archivists aim to make research and manuscripts accessible to the public. However, accessibility becomes tricky when donors or institutions enforce limitations. Sometimes limitations need to be enforced, especially when dealing with sensitive information
Zachary Stein
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PIILO: an open-source system for personally identifiable information labeling and obfuscation
Information and Learning Sciences, 2023 Purpose This study aims to report on an automatic deidentification system for labeling and obfuscating personally identifiable information (PII) in student-generated text.
Langdon Holmes +3 more
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Burnable Pseudo-Identity: A Non-Binding Anonymous Identity Method for Ethereum
IEEE Access, 2021 The concept of identity has become one common research topic in security and privacy where the real identity of users must be preserved, usually covered by pseudonym identifiers.
Ivan Gutierrez-Aguero +4 more
doaj +1 more source
Enabling Efficient Personally Identifiable Information Detection with Automatic Consent Discovery
ECTI Transactions on Computer and Information Technology, 2023 Personal data leakage prevention has now become a critical issue for implementing data management and sharing in many industries. Several data privacy regulations such as General Data Protection Regulation (GDPR), Health Insurance Portability and ...
Somchart Fugkeaw, Pattavee Sanchol
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Are IP Addresses "Personally Identifiable Information"? [PDF]
, 2008 Frederick Lah
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Detection and Classification of Personally Identifiable Information in Images Using Artificial Intelligence [PDF]
Journal of Current Trends in Computer Science ResearchPersonally, Identifiable Information (PII) is any content that is sensitive that needs to be treated as secure and private. When data pieces such as a person's name, address, Social Security number, phone number, email address, and so on may be used to ...
Owais Shaikh
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