📝 Quantum

Trustworthy Quantum Machine Learning Roadmap Enables Reliability, Robustness, and Security in the NISQ Era

BLOG ARTICLE Published on November 14, 2025

Written by Rohail T.

Source: Quantum Zeitgeist 1 min read intermediate

Summary

This research establishes a comprehensive framework for trustworthy quantum machine learning, integrating methods to quantify uncertainty, ensure robustness against attacks, and preserve privacy, thereby paving the way for reliable quantum AI systems.

Read Original on Quantum Zeitgeist

#quantum computing #adversarial robustness #differential privacy #hybrid learning channels #parameterized quantum classifiers #quantum information theory #quantum machine learning #shot noise #trace-distance-bounded robustness #trustworthy quantum machine learning #uncertainty quantification

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