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Challenges of protecting confidentiality in social media data and their ethical import
Rossi, Arianna; Arenas Correa, Monica Patricia; Kocyigit, Emre et al.
2022In 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), p. 554-561
Peer reviewed
 

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Keywords :
Pseudonymization; security measures; GDPR compliance; research ethics; Named Entity Recognition
Abstract :
[en] This article discussed the challenges of pseudonymizing unstructured, noisy social media data for cybersecurity research purposes and presents an open- source package developed to pseudonymize personal and confidential information (i.e., personal names, companies, and locations) contained in such data. Its goal is to facilitate compliance with EU data protection obligations and the upholding of research ethics principles like the respect for the autonomy, privacy and dignity of research participants, the social responsibility of researchers, and scientific integrity. We discuss the limitations of the pseudonymizer package, their ethical import, and the additional security measures that should be adopted to protect the confidentiality of the data.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Socio-Technical Cybersecurity (IRiSC)
Disciplines :
Computer science
Author, co-author :
Rossi, Arianna;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust
Arenas Correa, Monica Patricia ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > IRiSC
Kocyigit, Emre ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > IRiSC
Hani, Moad;  Université de Mons - UMONS
External co-authors :
yes
Language :
English
Title :
Challenges of protecting confidentiality in social media data and their ethical import
Publication date :
2022
Event name :
The 1st International Workshop on Ethics in Computer Security (EthiCS 2022)
Event organizer :
University of Genoa, CINI - Consorzio Interuniversitario Nazionale per l'Informatica
Event place :
Genoa, Italy
Event date :
10-06-2022
Audience :
International
Journal title :
2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
Special issue title :
2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
Pages :
554-561
Peer reviewed :
Peer reviewed
Focus Area :
Law / European Law
FnR Project :
FNR14717072 - Deceptive Patterns Online, 2020 (01/06/2021-31/05/2024) - Gabriele Lenzini
Name of the research project :
DECEPTICON
Funders :
FNR - Fonds National de la Recherche [LU]
Available on ORBilu :
since 25 July 2022

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