Zobrazeno 1 - 10
of 39
pro vyhledávání: '"Kacianka, Severin"'
Machine Learning (ML) and 'Artificial Intelligence' ('AI') methods tend to replicate and amplify existing biases and prejudices, as do Robots with AI. For example, robots with facial recognition have failed to identify Black Women as human, while oth
Externí odkaz:
http://arxiv.org/abs/2402.08242
Publikováno v:
In 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT 22). ACM, New York, NY, USA, 743-756
Stereotypes, bias, and discrimination have been extensively documented in Machine Learning (ML) methods such as Computer Vision (CV) [18, 80], Natural Language Processing (NLP) [6], or both, in the case of large image and caption models such as OpenA
Externí odkaz:
http://arxiv.org/abs/2207.11569
Digitalization efforts are rapidly spreading across societies, challenging new and important ethical issues that arise from technological development. Software developers, designers and managerial decision-makers are ever more expected to consider et
Externí odkaz:
http://arxiv.org/abs/2203.13494
In this article we focus on the structural aspects of the development of ethical software, and argue that ethical considerations need to be embedded into the (agile) software development process. In fact, we claim that agile processes of software dev
Externí odkaz:
http://arxiv.org/abs/2107.07249
Accountability is an often called for property of technical systems. It is a requirement for algorithmic decision systems, autonomous cyber-physical systems, and for software systems in general. As a concept, accountability goes back to the early his
Externí odkaz:
http://arxiv.org/abs/2101.08102
Autor:
Gogoll, Jan, Zuber, Niina, Kacianka, Severin, Greger, Timo, Pretschner, Alexander, Nida-Rümelin, Julian
Software systems play an ever more important role in our lives and software engineers and their companies find themselves in a position where they are held responsible for ethical issues that may arise. In this paper, we try to disentangle ethical co
Externí odkaz:
http://arxiv.org/abs/2011.03016
While the exact definition and implementation of accountability depend on the specific context, at its core accountability describes a mechanism that will make decisions transparent and often provides means to sanction "bad" decisions. As such, accou
Externí odkaz:
http://arxiv.org/abs/2005.03294
Publikováno v:
EPTCS 308, 2019, pp. 17-31
Causal Models are increasingly suggested as a means to reason about the behavior of cyber-physical systems in socio-technical contexts. They allow us to analyze courses of events and reason about possible alternatives. Until now, however, such reason
Externí odkaz:
http://arxiv.org/abs/1911.04869
Connected vehicles are becoming commonplace. A constant connection between vehicles and a central server enables new features and services. This added connectivity raises the likelihood of exposure to attackers and risks unauthorized access. A possib
Externí odkaz:
http://arxiv.org/abs/1811.10945
Accountability is the property of a system that enables the uncovering of causes for events and helps understand who or what is responsible for these events. Definitions and interpretations of accountability differ; however, they are typically expres
Externí odkaz:
http://arxiv.org/abs/1810.09704