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Attributed metadata history

REPORTPUBLIC METADATA

Sneaking Invisible Instructions by Developers in Windsurf

Imagine a malicious instruction hidden in plain sight, invisible to you but not to the AI. This is a vulnerability discovered in Windsurf Cascade, it follows invisible instructions. This means there can be instructions in a file or result of a tool call that the developer cannot see, but the LLM does. Some LLMs interpret invisible Unicode Tag characters as instructions, which can lead to hidden pr

Reference details

Source category
Research & news
Report title
Sneaking Invisible Instructions by Developers in Windsurf
First reported
Aug 23, 2025 23:20 UTC
Last reported
Aug 23, 2025 23:20 UTC
Catalog updated
Oct 08, 2026 03:44 UTC
Record ID
305be4213600aba7423a3c447dc4f0a6baf12ff76c31a53a0bd0f35d6ea6e9a0

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_c25d91fa3ad9ae9ac7

Source-provided label
Not reported
Evidence class
mentioned in report
Confidence
Not reported
Observed
Aug 23, 2025 23:20 UTC
Retrieved
Oct 08, 2026 03:44 UTC

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

Feed collection status

Sources represented on this page. Publication and observation dates describe the content; successful batch dates describe local collection. A recent batch does not certify complete coverage or current provider availability.

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

Review source update dates and status
  • src_c25d91fa3ad9ae9ac7Collection status unverifiedLast successful batch: Unverified

Stale means older than twice the recorded collection interval, with a minimum of one hour; without an interval, the threshold is 24 hours. Cached content remains available while a feed is stale, paused, or unverified.