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This research examines the role of Generative AI in enhancing cybersecurity measures against evolving threats.

May 20, 2026INTERNATIONAL JOURNAL OF NOVEL TRENDS AND INNOVATIONOpen Access

Artificial Content Generation Paradigms for Digital Defense: Evaluating Advanced Language and Vision Systems in Protective Technology Enhancement

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Randomized trial evaluates generative AI's effect on threat detection in cybersecurity systems, indicating improved stability.

This research examines the role of Generative AI in enhancing cybersecurity measures against evolving threats.
Evaluation of advanced language and vision systems in cybersecurity contexts.
Assessment of existing generative AI tools like Google Cloud Security AI Workbench and Microsoft Security Copilot.
Analysis of the effectiveness of GAI compared to traditional security methods.
GAI systems significantly improve malware detection rates compared to human analysis.
Implementation of GAI leads to more efficient handling of general cybersecurity threats.
Identified limitations include the potential for false results and high training costs.

Kumar et al. (2026) studied this question.

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