FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding

FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
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

Canonical ID flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding | Route /signal-canvas/flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding

MCP example

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    "query_text": "Summarize FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding"
  }
}

source_context

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  "mode": "paper",
  "query": "FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding",
  "normalized_query": "2604.07879",
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  "paper_ref": "flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding",
  "topic_slug": null,
  "benchmark_ref": null,
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}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding

PDF: https://arxiv.org/pdf/2604.07879v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-10T17:37:28.912Z

Signal Canvas receipt window

Watch and verify: FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding

/buildability/flowguard-towards-lightweight-in-generation-safety-detection-for-diffusion-models-via-linear-latent-decoding

Watchwatch

Subject: FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding

Verdict

Watch

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

FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding

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