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cs.AI2026
SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection
Yichen Chen, Siying Li, Yuhang Liang +2
Fraud detection in payment, e-commerce, and telecommunications systems requires accuracy at the individual level, robustness under severe class imbalance, and ease of understanding…
cs.AI2025
FactGuard: Event-Centric and Commonsense-Guided Fake News Detection
Jing He, Han Zhang, Yuanhui Xiao +3
Fake news detection methods based on writing style have achieved remarkable progress. However, as adversaries increasingly imitate the style of authentic news, the effectiveness of…