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Shiwen Song

5 papers hereh-index 327 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.SE3
  • cs.CR2

identity via Semantic Scholar / OpenAlex

most citedBridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing cs.SEShow all

3 papers · 1 filter

cs.SE2026

PropGen: Automated Property Generation for Property-Based Testing of Mobile Apps

Yiheng Xiong, Shiwen Song, Bo Ma +2

Mobile apps often suffer from functional bugs that do not cause crashes but instead manifest as incorrect behaviors under specific user interactions. Such bugs are difficult to det…

cs.SE2026

How Effective Are NPM Malicious Package Detectors? A Large-Scale Empirical Study

Wenbo Guo, Zhongwen Chen, Zhengzi Xu +7

The NPM ecosystem faces escalating threats from malicious packages that exploit its open publication model. While numerous detection tools have been proposed, they are evaluated on…

cs.SE2026★ 1 cited

Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages

Wenbo Guo, Shiwen Song, Jiaxun Guo +5

Open-source ecosystems such as NPM and PyPI are increasingly targeted by supply chain attacks, yet existing detection methods either depend on fragile handcrafted rules or data-dri…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.