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Attributed metadata history

REPORTPUBLIC METADATA

Newer and Bigger, but Safer? A Longitudinal Study of the Functionality-Security Gap in LLM-Generated Code

arXiv:2610.08240v1 Announce Type: cross Abstract: Large Language Models (LLMs) are widely used to generate code. Although their functional plausibility keeps improving, the generated code often contains security vulnerabilities. The functionality-security gap captures code that passes functional tests but fails security tests. A recent longitudinal study of three model families concluded that LLMs

Reference details

Source category
Research & news
Report title
Newer and Bigger, but Safer? A Longitudinal Study of the Functionality-Security Gap in LLM-Generated Code
First reported
Oct 07, 2026 04:00 UTC
Last reported
Oct 07, 2026 04:00 UTC
Catalog updated
Oct 08, 2026 03:43 UTC
Record ID
bd758123331ac58c9f29e627e50248d312702f22c239cfaf3a1cd0d5a7f84e75

Published indicators

Network indicators are visibly defanged. This page does not make them clickable or send them to another service.

No validated file hashes or network indicators are stored for this record.

Source observations

src_fb50be84b835134c75

Source-provided label
Not reported
Evidence class
mentioned in report
Confidence
Not reported
Observed
Oct 07, 2026 04:00 UTC
Retrieved
Oct 08, 2026 03:43 UTC

This record contains metadata and attribution only. It does not host, download, unpack, render, or execute malware samples.

Feed collection status

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1 sources: 0 stale, 0 needing attention, 0 paused, 1 unverified.

Review source update dates and status
  • src_fb50be84b835134c75Collection status unverifiedLast successful batch: Unverified

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