In this paper, we critically examine the effectiveness of the requirement to conduct a Data Protection Impact Assessment (DPIA) in Article 35 of the General Data Protection Regulation (GDPR) in light of fairness metrics. Through this analysis, we explore the role of the fairness principle as introduced in Article 5(1)(a) and its multifaceted interpretation in the obligation to conduct a DPIA. Our paper argues that although there is a significant theoretical role for the considerations of fairness in the DPIA process, an analysis of the various guidance documents issued by data protection authorities on the obligation to conduct a DPIA reveals that they rarely mention the fairness principle in practice.

翻译：在本文件中,我们根据公平衡量标准,严格审查《数据保护总条例》第35条关于进行数据保护影响评估的要求的有效性,通过分析,我们探讨了第5条第(1)款(a)项提出的公平原则的作用及其在进行这种评估的义务中的多方面解释。