3 citations · 5 across the 7 of their papers we have counts for
7 papers
ASSERT: A Measurement Pipeline for GenAI Audits
Riccardo Fogliato, Abhinav Palia, Xiawei Wang +11
Audits of generative AI (GenAI) systems often summarize behavior as a reported rate: how often the audited system complies with policy. Researchers and stakeholders use that rate t…
Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming
Alexandra Chouldechova, A. Feder Cooper, Solon Barocas +3
We argue that conclusions drawn about relative system safety or attack method efficacy via AI red teaming are often not supported by evidence provided by attack success rate (ASR)…
A Trust Framework for Government Use of Artificial Intelligence and Automated Decision Making
Pia Andrews, Tim de Sousa, Bruce Haefele +9
This paper identifies the current challenges of the mechanisation, digitisation and automation of public sector systems and processes, and proposes a modern and practical framework…
Utilizing Shannon's Entropy to Create Privacy Aware Architectures
Abhinav Palia, Rajat Tandon, Carl Mathis
Privacy is an individual choice to determine which personal details can be collected, used and shared. Individual consent and transparency are the core tenets for earning customers…
Program Controls Effectiveness Measurement Framework & Metrics
Abhinav Palia, Caroline Devlin, Megan Yelorda
Any program that is designed to accomplish certain objectives, needs to establish program level controls pertaining to the overall goal. A critical aspect that determines the succe…
A Scalable Permission Management System With Support of Conditional and Customized Attributes
Baiyu Liu, Abhinav Palia, Shan-Ho Yang
Along with the classical problem of managing multiple identities, actions, devices, APIs etc. in different businesses, there has been an escalating need for having the capability o…
Optimizing noise level for perturbing geo-location data
Abhinav Palia, Rajat Tandon
With the tremendous increase in the number of smart phones, app stores have been overwhelmed with applications requiring geo-location access in order to provide their users better…