2 papers
cs.CR2020
A Model-Based Approach to Anomaly Detection Trading Detection Time and False Alarm Rate
Charles F. Gonçalves, Daniel S. Menasché, Alberto Avritzer +2
The complexity and ubiquity of modern computing systems is a fertile ground for anomalies, including security and privacy breaches. In this paper, we propose a new methodology that…
cs.LG2019
The Impact of Data Preparation on the Fairness of Software Systems
Inês Valentim, Nuno Lourenço, Nuno Antunes
Machine learning models are widely adopted in scenarios that directly affect people. The development of software systems based on these models raises societal and legal concerns, a…