Essays about: "k-anonymity"

Showing result 1 - 5 of 9 essays containing the word k-anonymity.

  1. 1. Application of anonymization techniques (k-anonymity, generalization, and suppression) on an employee database: Use case – Swedish municipality

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Babatunde Oyedele; [2023]
    Keywords : anonymization; anonymization techniques; k-anonymity; generalization; suppression; ARX tool;

    Abstract : This thesis explores data anonymization techniques within the context of a Swedish municipality with a focus on safeguarding data privacy, enhancement of decision-making, and assessing re-identification risks. The investigation, grounded in a literature review and an experimental study, employed the ARX anonymization tool on a sample municipality employee database. READ MORE

  3. 2. Anonymization of smart meter data

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Elin Thorgren; [2021]
    Keywords : ;

    Abstract : Ever since the General Data Protection Regulation (GDPR) came into force, data anonymization has become even more relevant and important than before, especially for companies wanting to share and analyze their data. This thesis will anonymize smart meter data received from Tekniska Verken and evaluate how the anonymization method performs regarding the trade-off between information loss and privacy for the given dataset. READ MORE

  4. 3. Assessment of Privacy-preserving Computation Techniques for Marketing Analytics

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Timur Kartaev; [2020]
    Keywords : ;

    Abstract : Nowadays, a large number of services require personal information for analy- sis, which brings privacy concerns. Notably, the marketing departments strive for detailed personal information for a more personalized advertising expe- rience. READ MORE

  5. 4. Synthetic Data Generation for Anonymization

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Niklas Reje; [2020]
    Keywords : ;

    Abstract : Because of regulations but also from a need to find willing participants for surveys, any released data needs to have some sort of privacy preservation. Privacy preservation, however, always requires some sort of reduction of the utility of the data, how much can vary with the method. READ MORE

  6. 5. The Effect of 5-anonymity on a classifier based on neural network that is applied to the adult dataset

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Jörgen Paulson; [2019]
    Keywords : Neural Network; k-anonymity; Anonymization;

    Abstract : Privacy issues relating to having data made public is relevant with the introduction of the GDPR. To limit problems related to data becoming public, intentionally or via an event such as a security breach, anonymization of datasets can be employed. READ MORE