Benjamin A. Miller

Feedback-based social media filtering tool for improved situational awareness

2016

This paper describes a feature-rich model of data relevance, designed to aid first responder retrieval of useful information from social media sources during disasters or emergencies. The approach is meant to address the failure of …

Topological Effects on Attacks Against Vertex Classification

2020 · arXiv (Cornell University)

Vertex classification is vulnerable to perturbations of both graph topology and vertex attributes, as shown in recent research. As in other machine learning domains, concerns about robustness to adversarial manipulation can prevent potential users from …