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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Dian-Xiang Xu

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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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