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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Minh Ngoc Dinh

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Review Open access Aug 2026

CAPS: Compositional Attack Path Scoring for LLM Deployment Stacks

Compositional Attack Path Scoring (CAPS), a framework engineered to quantify end-to-end multi-hop risks in LLM architectures, establishes a rigorous benchmark for quantitative vulnerability management in complex, agentic LLM environments.

Quang-Vinh Dang, Hoang-Viet Vu, Ngoc-Son-An Nguyen et al. · 0 citations
Open access Jul 2026

XHBot: eXplainable Heterophily-aware Graph Neural Networks for Social Bot Detection

Results indicate that decoupling behavioural signatures from adversarial social positioning is valuable for modern bot detection, and that combining accuracy with interpretable evidence supports deployment in real-world moderation settings.

Quang-Vinh Dang, Phuong-Lan Nguyen, Dat Le et al. · 0 citations