A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 116
Source count: 3
Coverage: 67%

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 a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm | Route /signal-canvas/a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm

MCP example

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    "query_text": "Summarize A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM"
  }
}

source_context

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  "query": "A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM",
  "normalized_query": "2604.06666",
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  "paper_ref": "a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm",
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  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 116

Proof: Verification pending

Freshness state: computing

Source paper: A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

PDF: https://arxiv.org/pdf/2604.06666v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:15:05.962Z

Signal Canvas receipt window

Watch and verify: A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

/buildability/a-graph-enhanced-defense-framework-for-explainable-fake-news-detection-with-llm

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Subject: A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

Verdict

Watch

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

A Graph-Enhanced Defense Framework for Explainable Fake News Detection with LLM

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