Roderick Murray‐Smith

Adversarial learning of cancer tissue representations

2021 · arXiv (Cornell University)

Deep learning based analysis of histopathology images shows promise in advancing the understanding of tumor progression, tumor micro-environment, and their underpinning biological processes. So far, these approaches have focused on extracting information associated with annotations. …

Survey: Leakage and Privacy at Inference Time

2021 · arXiv (Cornell University)

Leakage of data from publicly available Machine Learning (ML) models is an area of growing significance as commercial and government applications of ML can draw on multiple sources of data, potentially including users' and clients' …