Fairness

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July 13, 2021

Quantum Resilient Encryption Technology vs. Ransomware

This paper investigates the issue of fairness for cyber recommendation systems by adopting a multi-sided concept so that multiple individuals are taken into account regarding multiple outcomes to establish user trust in cyberspace. As a result, a taxonomy of classes of fairness-aware recommender systems is developed along with recommended architectures of awareness-for-fairness.
June 25, 2020

A Trust-Based Fairness Design For Recommendation Systems In The Cyberspace

This paper investigates the issue of fairness for cyber recommendation systems by adopting a multi-sided concept so that multiple individuals are taken into account regarding multiple outcomes to establish user trust in cyberspace. As a result, a taxonomy of classes of fairness-aware recommender systems is developed along with recommended architectures of awareness-for-fairness.