Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Fairness and Data Protection Impact Assessments   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.

29
The categories of this paper are: funct-an
8
The categories of this paper are: hep-ex
22
The categories of this paper are: chao-dyn
23
The categories of this paper are: solv-int
33
The categories of this paper are: plasm-ph
24
The categories of this paper are: dg-ga
27
The categories of this paper are: comp-gas
19
The categories of this paper are: eess
14
The categories of this paper are: math-ph
2
The categories of this paper are: math
18
The categories of this paper are: econ
35
The categories of this paper are: mtrl-th
13
The categories of this paper are: quant-ph
32
The categories of this paper are: atom-ph
12
The categories of this paper are: nucl-th
30
The categories of this paper are: q-alg