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The Disclosure of Personally Identifiable Information in Studies of Neighborhood Contexts and Patient Outcomes

open access: goldJournal of Medical Internet Research, 2022
Clinical epidemiology and patient-oriented health care research that incorporates neighborhood-level data is becoming increasingly common. A key step in conducting this research is converting patient address data to longitude and latitude data,
Andrew Graham Rundle   +2 more
doaj   +6 more sources

Rainbow: reliable personally identifiable information retrieval across multi-cloud [PDF]

open access: diamondCybersecurity, 2023
Personally identifiable information (PII) refers to any information that links to an individual. Sharing PII is extremely useful in public affairs yet hard to implement due to the worries about privacy violations.
Zishuai Song   +4 more
doaj   +6 more sources

Ensuring a safe(r) harbor: Excising personally identifiable information from structured electronic health record data [PDF]

open access: goldJournal of Clinical and Translational Science, 2022
Recent findings have shown that the continued expansion of the scope and scale of data collected in electronic health records are making the protection of personally identifiable information (PII) more challenging and may inadvertently put our ...
Emily R. Pfaff   +7 more
doaj   +4 more sources

NLP-based removal of personally identifiable information from Hungarian electronic health records [PDF]

open access: goldFrontiers in Artificial Intelligence
IntroductionElectronic health records (EHR) in text format serve as crucial resources for data-driven medical research. To safeguard patient confidentiality, under the General Data Protection Regulation (GDPR), strict measures are required to ensure ...
András Berzi   +5 more
doaj   +3 more sources

Vulnerability- and Diversity-Aware Anonymization of Personally Identifiable Information for Improving User Privacy and Utility of Publishing Data [PDF]

open access: goldSensors, 2017
Personally identifiable information (PII) affects individual privacy because PII combinations may yield unique identifications in published data. User PII such as age, race, gender, and zip code contain private information that may assist an adversary in
Abdul Majeed   +2 more
doaj   +4 more sources

Analyzing Leakage of Personally Identifiable Information in Language Models [PDF]

open access: green2023 IEEE Symposium on Security and Privacy (SP), 2023
Language Models (LMs) have been shown to leak information about training data through sentence-level membership inference and reconstruction attacks. Understanding the risk of LMs leaking Personally Identifiable Information (PII) has received less attention, which can be attributed to the false assumption that dataset curation techniques such as ...
Nils Lukas   +5 more
  +6 more sources

Honey password vaults tolerating leakage of both personally identifiable information and passwords

open access: diamondCybersecurity
Honey vaults are useful tools for password management. A vault usually contains usernames for each domain, and the corresponding passwords, encrypted with a master password chosen by the owner.
Chao An   +4 more
doaj   +2 more sources

Detecting Personally Identifiable Information Through Natural Language Processing: A Step Forward

open access: goldApplied System Innovation
The protection of personally identifiable information (PII) is being increasingly demanded by customers and governments via data protection regulations. Private and public organizations store and exchange through the Internet a large amount of data that ...
Luca Mainetti, Andrea Elia
doaj   +2 more sources

KDPII: A New Korean Dialogic Dataset for the Deidentification of Personally Identifiable Information

open access: goldIEEE Access
The rapid growth of social media in the era of big data and artificial intelligence has raised significant safety concerns related to the communication of sensitive personal information.
Li Fei   +5 more
doaj   +2 more sources

On the leakage of personally identifiable information via online social networks [PDF]

open access: bronzeACM SIGCOMM Computer Communication Review, 2009
For purposes of this paper, we define "Personally identifiable information" (PII) as information which can be used to distinguish or trace an individual's identity either alone or when combined with other information that is linkable to a specific individual.
Balachander Krishnamurthy   +1 more
openalex   +4 more sources

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