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early detection 1information transformation 1large language models 1online firestorms 1open-source vulnerability ecosystem 1scanner inconsistency 1sentiment analysis 1social media monitoring 1software supply chain security 1vulnerability management 1

From the 2 of 5 linked papers with an AI index.

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20242026
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cs.AI2026

Contextualized Early Detection of Online Firestorms: A Sequential LLM-Based Approach

Besim Shala, Peter Mandl, Andreas Humpe +1

The paper presents a large language model system that can both retrospectively classify Reddit threads for firestorms and provide early warnings by sequentially estimating negativi…