Toward Explainable and Trustworthy AI in Cybersecurity

By: Rui Zhang, Qi Li, Xinyu Yang, Minhui Xue, Long Chen, Guohui Wang

Published: 2026-04-01

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Abstract

This work addresses the critical need for explainable and trustworthy artificial intelligence solutions in the field of cybersecurity. It explores methods to make AI systems more transparent, understandable, and reliable, which is essential for detecting and responding to cyber threats effectively while building user confidence in AI-driven security measures.

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