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Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

Stale12d agoPending verification refs / 3 sources / Verification pending
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Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Signal Canvas APIPaper Proof PageOpen Build LoopLaunch Pack Example

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

stale
Proof freshness
stale
Proof status
unverified
Display score
7/10
Last proof check
2026-04-13
Score updated
2026-04-13
Score fresh until
2026-05-13
References
0
Source count
3
Coverage
50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

Canonical ID leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection | Route /signal-canvas/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection",
    "query_text": "Summarize Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection",
  "normalized_query": "2604.09024",
  "route": "/signal-canvas/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection",
  "paper_ref": "leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

PDF: https://arxiv.org/pdf/2604.09024v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-13T20:24:10.264Z

Signal Canvas receipt window

Watch and verify: Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

/buildability/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

Watchwatch

Subject: Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

Paper ref

leave-my-images-alone-preventing-multi-modal-large-language-models-from-analyzing-images-via-visual-prompt-injection

arXiv id

2604.09024

Freshness

Generated at

2026-04-13T20:24:10.264Z

Evidence freshness

stale

Last verification

2026-04-13T20:24:10.264Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

94fb51828215f26db69f53c779c8aad4c00095f3f1b8a926e0edfe163c58b62d

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Pending verification refs / 3 sources / Verification pending

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.
Open receiptAPI receiptBuild LoopPaper proof pageProof divergenceDivergence APIBrier outcomes API

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

Overall score: 7/10
Lineage: 94fb51828215…

Canonical Paper Receipt

Last verification: 2026-04-13T20:24:10.264Z

Freshness: stale

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

Missingness
  • - repo_url
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

No public claim map is available for this paper yet.

Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

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