Benign Overfitting in Adversarial Training for Vision Transformers

Benign Overfitting in Adversarial Training for Vision Transformers | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/benign-overfitting-in-adversarial-training-for-vision-transformers

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-22
Score updated: 2026-04-22
Score fresh until: 2026-05-22
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 benign-overfitting-in-adversarial-training-for-vision-transformers | Route /signal-canvas/benign-overfitting-in-adversarial-training-for-vision-transformers

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/benign-overfitting-in-adversarial-training-for-vision-transformers

MCP example

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}

source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Benign Overfitting in Adversarial Training for Vision Transformers

PDF: https://arxiv.org/pdf/2604.19724v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-22T03:23:01.761Z

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Not build-ready: Benign Overfitting in Adversarial Training for Vision Transformers

/buildability/benign-overfitting-in-adversarial-training-for-vision-transformers

Ignoreblocked

Subject: Benign Overfitting in Adversarial Training for Vision Transformers

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Benign Overfitting in Adversarial Training for Vision Transformers

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