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11/19/2021
UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring
The visualization and detection of anomalies (outliers) are of crucial i...
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02/09/2021
Classifier Calibration: with implications to threat scores in cybersecurity
This paper explores the calibration of a classifier output score in bina...
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02/05/2021
Machine Learning in Precision Medicine to Preserve Privacy via Encryption
Precision medicine is an emerging approach for disease treatment and pre...
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01/27/2020
Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis
In cyberattack detection and prevention systems, cybersecurity analysts ...
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11/25/2019
JSLess: A Tale of a Fileless Javascript Memory-Resident Malware
New computing paradigms, modern feature-rich programming languages and o...
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05/18/2019