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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Emilio Ferrara

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Jul 2026

Manufactured Divisiveness: Decomposing the Hostile Content of Seven Social Media Influence Operations

State-backed influence operations are routinely measured as high-prevalence sources of ``hate''and ``toxicity.''We argue those rates rest on a measurement error: the detectors behind them are validated to catch a broader definition inclusive of hostility or divisiveness aimed at an out-group, and so over-attribute hate...

Emilio Ferrara · 1 citation
Open access Jul 2026

Community Detection as Adaptive Diffusion

This work introduces ECHO (Encoding Communities via High-Order Operators), a scalable, self-supervised framework that treats communities as regions of adaptive diffusion on semantic manifolds that recovers communities from topology when node features are weak, while feature isolation is preferable when features are str...

Emilio Ferrara · 0 citations

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