10 citations · 10 across the 1 of their papers we have counts for
5 papers
Quantifying Membership Inference Vulnerability via Generalization Gap and Other Model Metrics
Jason W. Bentley, Daniel Gibney, Gary Hoppenworth +1
We demonstrate how a target model's generalization gap leads directly to an effective deterministic black box membership inference attack (MIA). This provides an upper bound on how…
On the Complexity of BWT-runs Minimization via Alphabet Reordering
Jason Bentley, Daniel Gibney, Sharma V. Thankachan
The Burrows-Wheeler Transform (BWT) has been an essential tool in text compression and indexing. First introduced in 1994, it went on to provide the backbone for the first encoding…
Transfunctions and their connections to Plans, Markov Operators and Optimal Transport
Jason Bentley, Piotr Mikusiński
A transfunction is a function which maps between sets of finite measures on measurable spaces. In this paper we characterize transfunctions that correspond to Markov operators and…
Construction of Regular Non-Atomic Strictly-Positive Measures in Second-Countable Non-Atomic Locally Compact Hausdorff Spaces
Jason Bentley
This paper presents a constructive proof of the existence of a regular non-atomic strictly-positive measure on any second-countable non-atomic locally compact Hausdorff space. This…
Localized Transfunctions
Jason Bentley, Piotr Mikusiński
A transfunction is a function which maps between sets of finite measures on measurable spaces. Push-forward operators form one important class of examples of transfunctions and are…