Pith Number

pith:XTSY3L7M

pith:2023:XTSY3L7MQDNZOIPRW5OTQHC6J6

not attested not anchored not stored refs pending

Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies

Joe Mathai, Mahyar Khayatkhoei, Mulin Tian, Wael AbdAlmageed

arxiv:2311.17088 v2 · 2023-11-28 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTSY3L7MQDNZOIPRW5OTQHC6J6}

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

2 papers in Pith

LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency

EMO-BOOST: Emotion-Augmented Audio-Visual Features for Improved Generalization in Deepfake Detection

Receipt and verification

First computed	2026-07-05T08:34:57.902401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bce58dafec80db9721f1b75d381c5e4f91230bc5f260435a5a979146df1f6978

Aliases

arxiv: 2311.17088 · arxiv_version: 2311.17088v2 · doi: 10.48550/arxiv.2311.17088 · pith_short_12: XTSY3L7MQDNZ · pith_short_16: XTSY3L7MQDNZOIPR · pith_short_8: XTSY3L7M

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/XTSY3L7MQDNZOIPRW5OTQHC6J6 \
  | 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: bce58dafec80db9721f1b75d381c5e4f91230bc5f260435a5a979146df1f6978

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba9486ebfde208a85af1bf4415c233dd06ecb297375244c436af3625a5b66fb1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-28T03:28:19Z",
    "title_canon_sha256": "622fc90a3c9227fcda4817e97311f08ac4a73636704afcf185818233235c0e2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17088",
    "kind": "arxiv",
    "version": 2
  }
}