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Author

Huanmin Liu

2 papers indexed here

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Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment

This work proposes a two stage detection framework that first identifies suspicious conversations using a tailored ensemble classification model and compares its modular approach against a Dual LLM baseline that performs detection and judgment using different language models.

Ali Şenol, Garima Agrawal, Huanmin Liu · 4 citations
Preprint Aug 2026

CyberAGENTS: Structured Autonomy for Agentic Gamified Learning in Cybersecurity

Gamification is especially effective in learning domains requiring active problem-solving and iterative skill-building, such as cybersecurity education. Generative AI agents offer a path to delivering such experiences adaptively at scale, but introduce well-documented risks in educational settings: inconsistent behavio...

Ivan Hornung, D. Arachchige, Tharindu Kumarage et al. · 0 citations

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