Abstract:
Data privacy laws such as GDPR in Europe and PDPA in Thailand are both laws to protect personal data. The data center task is also a data service organization that needs ...Show MoreMetadata
Abstract:
Data privacy laws such as GDPR in Europe and PDPA in Thailand are both laws to protect personal data. The data center task is also a data service organization that needs to do data publishing services among their stakeholders. The challenging task for the Security Operation Center (SOC) team is to analyze all security risks such as data breaches. Most cases of data breach problems are overlooked cases that occur indirectly by guessing from other prior knowledge. For example, attackers combine our dataset with other data sets to reidentify personal data. This attack is called a re-Identification attack that causes a data breach. To fix the risk, statistical noise control techniques for data anonymization are explored and implemented in this study. A Cell-key perturbation is to fix the attack without modifying an original dataset but return an answer dataset with noise addition per query instead.
Published in: 2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE)
Date of Conference: 28 June 2023 - 01 July 2023
Date Added to IEEE Xplore: 10 August 2023
ISBN Information: