91 citations · 174 across the 7 of their papers we have counts for
8 papers
Accountability Capture: How Record-Keeping to Support AI Transparency and Accountability (Re)shapes Algorithmic Oversight
Shreya Chappidi, Jennifer Cobbe, Chris Norval +2
Accountability regimes typically encourage record-keeping to enable the transparency that supports oversight, investigation, contestation, and redress. However, implementing such r…
Understanding accountability in algorithmic supply chains
Jennifer Cobbe, Michael Veale, Jatinder Singh
Academic and policy proposals on algorithmic accountability often seek to understand algorithmic systems in their socio-technical context, recognising that they are produced by 'ma…
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service"
Kornel Lewicki, Michelle Seng Ah Lee, Jennifer Cobbe +1
"AI as a Service" (AIaaS) is a rapidly growing market, offering various plug-and-play AI services and tools. AIaaS enables its customers (users) - who may lack the expertise, data,…
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems
Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh
This paper introduces reviewability as a framework for improving the accountability of automated and algorithmic decision-making (ADM) involving machine learning. We draw on an und…
Towards an accountable Internet of Things: A call for reviewability
Chris Norval, Jennifer Cobbe, Jatinder Singh
As the IoT becomes increasingly ubiquitous, concerns are being raised about how IoT systems are being built and deployed. Connected devices will generate vast quantities of data, w…
Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'
Seyyed Ahmad Javadi, Richard Cloete, Jennifer Cobbe +2
AI is increasingly being offered 'as a service' (AIaaS). This entails service providers offering customers access to pre-built AI models and services, for tasks such as object reco…
The Security Implications of Data Subject Rights
Jatinder Singh, Jennifer Cobbe
Data protection regulations give individuals rights to obtain the information that entities have on them. However, providing such information can also reveal aspects of the underly…
Reclaiming Data: Overcoming app identification barriers for exercising data protection rights
Chris Norval, Jennifer Cobbe, Heleen Janssen +1
Data protection regulations generally afford individuals certain rights over their personal data, including the rights to access, rectify, and delete the data held on them. Exercis…