Pith Number

pith:WDIZN3N7

pith:2025:WDIZN3N7RSIXUITCRS7INFXGCK

not attested not anchored not stored refs pending

Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models

Di Lin, Jie Zhang, Qing Guo, Tao Xiang, Xiao Lv, Ying Yang

arxiv:2505.24227 v1 · 2025-05-30 · cs.CV · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WDIZN3N7RSIXUITCRS7INFXGCK}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Challenging Vision-Language Models with Physically Deployable Multimodal Semantic Lighting Attacks

Receipt and verification

First computed	2026-07-05T11:12:44.599874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0d196edbf8c917a22628cbe8696e61289a42d8461dcdd34aff1e170d1384d31

Aliases

arxiv: 2505.24227 · arxiv_version: 2505.24227v1 · doi: 10.48550/arxiv.2505.24227 · pith_short_12: WDIZN3N7RSIX · pith_short_16: WDIZN3N7RSIXUITC · pith_short_8: WDIZN3N7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/WDIZN3N7RSIXUITCRS7INFXGCK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b0d196edbf8c917a22628cbe8696e61289a42d8461dcdd34aff1e170d1384d31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9310b554dbf18bf34736e1ba876a91406ab38324c16d8b8db75789d8c1df9578",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-30T05:30:02Z",
    "title_canon_sha256": "b7757d9a2eb4e61107ceb02d3615c59a3767337accf1db7c216e58a29caac2dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24227",
    "kind": "arxiv",
    "version": 1
  }
}