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SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Stale13d ago49 refs / 3 sources / Verification pending
Viability
0.0/10

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Verification pending

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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.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/skilltrojan-backdoor-attacks-on-skill-based-agent-systems

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
49
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

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Canonical ID skilltrojan-backdoor-attacks-on-skill-based-agent-systems | Route /signal-canvas/skilltrojan-backdoor-attacks-on-skill-based-agent-systems

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/skilltrojan-backdoor-attacks-on-skill-based-agent-systems

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "skilltrojan-backdoor-attacks-on-skill-based-agent-systems",
    "query_text": "Summarize SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems",
  "normalized_query": "2604.06811",
  "route": "/signal-canvas/skilltrojan-backdoor-attacks-on-skill-based-agent-systems",
  "paper_ref": "skilltrojan-backdoor-attacks-on-skill-based-agent-systems",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 49

Proof: Verification pending

Freshness state: computing

Source paper: SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

PDF: https://arxiv.org/pdf/2604.06811v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:14:42.574Z

Paper Conversation

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

Paper Mode

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Overall score: 7/10
Lineage: 1687169644b8

Canonical Paper Receipt

Last verification: 2026-04-10T00:14:42.574Z

Freshness: stale

Proof: unverified

Repo: missing

References: 49

Sources: 3

Coverage: 67%

Missingness
  • - repo_url
  • - 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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Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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