From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 4
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 from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors | Route /signal-canvas/from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors",
    "query_text": "Summarize From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors",
  "normalized_query": "2605.31042",
  "route": "/signal-canvas/from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors",
  "paper_ref": "from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

PDF: https://arxiv.org/pdf/2605.31042v1

Repository: https://github.com/RUC-NLPIR/ClawTrojan

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:20:45.683Z

Signal Canvas receipt window

Ready for execution: From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

/buildability/from-prompt-injection-to-persistent-control-defending-agentic-harness-against-trojan-backdoors

Build Nowready

Subject: From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

Verdict

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

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Signal Canvas proof surface