Pith Number

pith:IP5LOSW2

pith:2025:IP5LOSW2PXBWDRLIYPEA6SKKPO

not attested not anchored not stored refs pending

UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization

Jian Zhang, Qing Huang, Xiangyu Yu, Xuanyu Zhang, Zhipei Xu

arxiv:2510.03161 v2 · 2025-10-03 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IP5LOSW2PXBWDRLIYPEA6SKKPO}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

3 papers in Pith

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation

Venus-DeFakerOne: Unified Fake Image Detection & Localization

HEDGE: Heterogeneous Ensemble for Detection of AI-GEnerated Images in the Wild

Receipt and verification

First computed	2026-05-20T00:01:35.881539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43fab74ada7dc361c568c3c80f494a7bb33e83d8ef12d24a2d83b5e7a460bcfc

Aliases

arxiv: 2510.03161 · arxiv_version: 2510.03161v2 · doi: 10.48550/arxiv.2510.03161 · pith_short_12: IP5LOSW2PXBW · pith_short_16: IP5LOSW2PXBWDRLI · pith_short_8: IP5LOSW2

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/IP5LOSW2PXBWDRLIYPEA6SKKPO \
  | 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: 43fab74ada7dc361c568c3c80f494a7bb33e83d8ef12d24a2d83b5e7a460bcfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5774d19ee3cf490035a2c0f66beaf3c9b7e163e24a630e36a0b8c8ae2ef7307c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-03T16:33:05Z",
    "title_canon_sha256": "57d5143e2b51198ecced5de042b7909da5c524bf294133c944dbea2cb524bf8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03161",
    "kind": "arxiv",
    "version": 2
  }
}