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of 672
pro vyhledávání: '"Domingo Ferrer, Josep"'
Autor:
Blanco-Justicia, Alberto, Jebreel, Najeeb, Manzanares, Benet, Sánchez, David, Domingo-Ferrer, Josep, Collell, Guillem, Tan, Kuan Eeik
The objective of digital forgetting is, given a model with undesirable knowledge or behavior, obtain a new model where the detected issues are no longer present. The motivations for forgetting include privacy protection, copyright protection, elimina
Externí odkaz:
http://arxiv.org/abs/2404.02062
Autor:
Soria-Comas, Jordi, Sánchez, David, Domingo-Ferrer, Josep, Martínez, Sergio, Del Vasto-Terrientes, Luis
$\epsilon$-Differential privacy (DP) is a well-known privacy model that offers strong privacy guarantees. However, when applied to data releases, DP significantly deteriorates the analytical utility of the protected outcomes. To keep data utility at
Externí odkaz:
http://arxiv.org/abs/2312.13712
Human facial data hold tremendous potential to address a variety of classification problems, including face recognition, age estimation, gender identification, emotion analysis, and race classification. However, recent privacy regulations, such as th
Externí odkaz:
http://arxiv.org/abs/2311.11882
Autor:
Sánchez, David, Jebreel, Najeeb, Muralidhar, Krishnamurty, Domingo-Ferrer, Josep, Blanco-Justicia, Alberto
The threat of reconstruction attacks has led the U.S. Census Bureau (USCB) to replace in the Decennial Census 2020 the traditional statistical disclosure limitation based on rank swapping with one based on differential privacy (DP), leading to substa
Externí odkaz:
http://arxiv.org/abs/2311.03171