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LayerFault/
multimodal-hard-negative-security-caption

Name: multimodal-hard-negative-security-caption
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multimodal-hard-negative-security-caption

SECURITY TEST ARTIFACT: DO NOT USE AS A PRODUCTION MODEL

This repository is part of the Layerfault synthetic security corpus. It is deliberately constructed to contain security-relevant characteristics for scanner testing.

Corpus ID: LF-CH-MMOD-0010

Purpose

Multimodal hard negative security caption.

Direct expected Layerfault rules

None; this repository is a control/comparison input.

Candidate rules

These are deliberately plausible targets that remain marked as candidates until the exact Layerfault build used for certification confirms them.

None

Negative-control rules

These should remain silent for this corpus item.

LF-TOKENIZER-HIDDEN-PROMPT

Safety

The corpus uses fake secrets, loopback/.invalid network destinations, harmless marker output, and synthetic model behavior only. It is intended for static scanning and isolated security testing.

Challenge classification

Severity: informational
Difficulty: adversarial
Expected admission decision: PASS
Control type: negative
Attack surface: multimodal-package
Techniques: hard, negative, security, caption
Transformations: none

Ground-truth oracle IDs

LF-ORACLE-MMOD-0010

These oracle IDs describe synthetic ground truth. They do not claim that a matching Layerfault detector already exists. A challenge may intentionally expose a scanner blind spot and remain unmapped until the detector is implemented.

LayerFault/multimodal-hard-negative-security-caption