Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin

stale

Proof freshness: unknown
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-07
Score updated: 2026-04-07
Score fresh until: 2026-05-07
References: 0
Source count: 0
Coverage: 0%

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 do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin | Route /signal-canvas/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin",
    "query_text": "Summarize Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling"
  }
}

source_context

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  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling",
  "normalized_query": "2604.04842",
  "route": "/signal-canvas/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin",
  "paper_ref": "do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin",
  "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: Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

PDF: https://arxiv.org/pdf/2604.04842v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-07T20:13:34.907Z

Signal Canvas receipt window

Not build-ready: Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

/buildability/do-no-harm-exposing-hidden-vulnerabilities-of-llms-via-persona-based-client-simulation-attack-in-psychological-counselin

Ignoreblocked

Subject: Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

Verdict

Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

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