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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

Wei-Feng Xu

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Sep 2026

HSF-Vul: hierarchical semantic fusion for vulnerability detection

HSF-Vul is proposed, a novel approach for software vulnerability detection and localization based on hierarchical semantic fusion that frame vulnerability detection as a binary classification task and extend it to line-level localization by analyzing the contribution of individual code lines.

Hong-Tao Wang, Xin Yang, Xiao-Feng Liu et al. · 0 citations
Preprint Aug 2026

A Case-Control Measurement Study of OSINT Source Effectiveness for Critical Infrastructure Defense

Defenders of critical infrastructure (CI) subscribe to many public open-source intelligence (OSINT) feeds without an empirical basis for which feeds actually precede attacks. We provide one. Across 54 confirmed CI cyberattacks from 2010 through 2024 spanning twelve named CI sectors plus a cross-sector category (consoli...

E. Emeksiz, Jeel Piyushkumar Khatiwala, Divyangkumar Patel et al. · 1 citation
Preprint Aug 2026

Scalable PII Discovery in Mobile App Databases via Hypothesis-Driven Search

A hypothesis-driven framework that treats PII localization as bounded, adaptive search under uncertainty, and separates lightweight PII exploration from targeted extraction, normalization, and deduplication over validated regions, thereby limiting exhaustive inspection to regions supported by sampled evidence.

Jeel Piyushkumar Khatiwala, S. Afolabi, Ruoyao Xiao et al. · 1 citation

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