17 citations · 27 across the 5 of their papers we have counts for
3 papers · 1 filter
UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring
Waleed A. Yousef, Issa Traore, William Briguglio
The visualization and detection of anomalies (outliers) are of crucial importance to many fields, particularly cybersecurity. Several approaches have been proposed in these fields,…
Machine Learning in Precision Medicine to Preserve Privacy via Encryption
William Briguglio, Parisa Moghaddam, Waleed A. Yousef +2
Precision medicine is an emerging approach for disease treatment and prevention that delivers personalized care to individual patients by considering their genetic makeups, medical…
Classifier Calibration: with application to threat scores in cybersecurity
Waleed A. Yousef, Issa Traore, William Briguglio
This paper explores the calibration of a classifier output score in binary classification problems. A calibrator is a function that maps the arbitrary classifier score, of a testin…