Pith Number

pith:6YGYMOT4

pith:2019:6YGYMOT4EHF5L2CNE5PEQ4MDPY

not attested not anchored not stored refs pending

Detecting GAN generated Fake Images using Co-occurrence Matrices

Amit K. Roy-Chowdhury, Arjuna Flenner, B. S. Manjunath, Jawadul H. Bappy, Lakshmanan Nataraj, Shivkumar Chandrasekaran, Tajuddin Manhar Mohammed

arxiv:1903.06836 v2 · 2019-03-15 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6YGYMOT4EHF5L2CNE5PEQ4MDPY}

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

7 papers in Pith

Do Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image Detection

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning

Beyond Semantics: Uncovering the Physics of Fakes via Universal Physical Descriptors for Cross-Modal Synthetic Detection

Receipt and verification

First computed	2026-07-05T00:09:25.182103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f60d863a7c21cbd5e84d275e4871837e1b772374c4f05a61c5d48b7ab35d4a69

Aliases

arxiv: 1903.06836 · arxiv_version: 1903.06836v2 · doi: 10.48550/arxiv.1903.06836 · pith_short_12: 6YGYMOT4EHF5 · pith_short_16: 6YGYMOT4EHF5L2CN · pith_short_8: 6YGYMOT4

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/6YGYMOT4EHF5L2CNE5PEQ4MDPY \
  | 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: f60d863a7c21cbd5e84d275e4871837e1b772374c4f05a61c5d48b7ab35d4a69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4e1926d5b213904f461b0e612cc21c1a53639cd9b42caf54e2268a1267bdf63",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-03-15T23:24:08Z",
    "title_canon_sha256": "9ac66f8a392b61f657ad8e94843a8a5f4a88daa00dc32361f7443f2c8a572c3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06836",
    "kind": "arxiv",
    "version": 2
  }
}