Forward--Backward Green Cosine Geometry for Directed Community Detection and Overlap Expansion

2026-05-06T08:52:19Z8d8c1a8729745998baa653c8ff8c1c110a0c84bb39eddecd36108c67ce33d965
code-securitydeanonymizationdeep-generative-modelsinsecure-code-snippetsmobility-dataorigin-destinationpolitical-contentprivacysocial-mediasource-localizationsupply-chain-risksynthetic-data

What happened

The document is a multi-paper arXiv digest covering network science, social-media analysis, mobility synthesis, and code-quality research. Security-relevant items: (1) MoveOD (synthesizing high-resolution origin–destination commute flows from public sources) can enable fine-grained mobility modeling and pose privacy/deanonymization risks when combined with auxiliary data; (2) Geographic analysis of Stack Overflow snippets documents frequent security-related violations (unsanitized inputs, insecure dynamic evaluation, other reliability/performance/security defects), which increases supply-chain

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_cs_si
Record identifier
8d8c1a8729745998baa653c8ff8c1c110a0c84bb39eddecd36108c67ce33d965
Enrichment time
2026-05-06T08:52:19Z
AI-assisted enrichment
Yes

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