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Author

Murat Osmanoğlu

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#natural language process... Preprint Jul 2026

From Generation to Detection: Exploration of Discourse Driven Scenario based LLM Generated Fake News

This study provides a systematic assessment of LLMs detection capability of LLMs generated fake news across typical generation scenarios and demonstrates that the generation strategy strongly influences detectability.

Zeynep Özdemir, Murat Osmanoğlu, Sevgi Yigit-Sert et al. · 0 citations
Open access Aug 2026

A feature-enriched deep learning based ensemble framework for robust phishing URL detection

A feature-driven framework for phishing Uniform Resource Locator (URL) detection is introduced, emphasizing the design and evaluation of enhanced feature representations and highlighting that performance gains are primarily driven by feature design rather than model complexity.

Deniz Kaya, Murat Osmanoğlu · 0 citations

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