Pith Number

pith:PLIZI3U7

pith:2023:PLIZI3U7TJFGBCGA3Y5JZXSMS6

not attested not anchored not stored refs pending

AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection

Ammarah Hashmi, Chia-Wen Lin, Hsin-Min Wang, Sahibzada Adil Shahzad, Yu Tsao

arxiv:2310.13103 v2 · 2023-10-19 · cs.CV · cs.AI · cs.LG · cs.MM · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLIZI3U7TJFGBCGA3Y5JZXSMS6}

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

1 paper in Pith

Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning

Receipt and verification

First computed	2026-07-05T11:32:13.560589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ad1946e9f9a4a6088c0de3a9cde4c978ad4de575c10ed9cf608328399075562

Aliases

arxiv: 2310.13103 · arxiv_version: 2310.13103v2 · doi: 10.48550/arxiv.2310.13103 · pith_short_12: PLIZI3U7TJFG · pith_short_16: PLIZI3U7TJFGBCGA · pith_short_8: PLIZI3U7

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/PLIZI3U7TJFGBCGA3Y5JZXSMS6 \
  | 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: 7ad1946e9f9a4a6088c0de3a9cde4c978ad4de575c10ed9cf608328399075562

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34074f96e40d1a4ec888f4ee5b3713ee7d52d4e409cea05cf2d38e8255ce1aa2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-19T19:01:26Z",
    "title_canon_sha256": "90c76bcae6ccea3fa19faee05c07527cc5d8a5461187a1f40a78c1444023a26b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13103",
    "kind": "arxiv",
    "version": 2
  }
}