Pith Number

pith:ADSPIDQE

pith:2024:ADSPIDQEYV4NY366QABMY4EJTV

not attested not anchored not stored refs pending

LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection

Anis Kacem, Dat Nguyen, Djamila Aouada, Enjie Ghorbel, Inder Pal Singh, Marcella Astrid, Nesryne Mejri, Polina Kuleshova

arxiv:2401.13856 v2 · 2024-01-24 · 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{ADSPIDQEYV4NY366QABMY4EJTV}

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

Deepfake Detection Generalization with Diffusion Noise

Receipt and verification

First computed	2026-07-05T08:22:36.337507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00e4f40e04c578dc6fde8002cc70899d5cc3db9f4f75c71b27fb7432364e9829

Aliases

arxiv: 2401.13856 · arxiv_version: 2401.13856v2 · doi: 10.48550/arxiv.2401.13856 · pith_short_12: ADSPIDQEYV4N · pith_short_16: ADSPIDQEYV4NY366 · pith_short_8: ADSPIDQE

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/ADSPIDQEYV4NY366QABMY4EJTV \
  | 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: 00e4f40e04c578dc6fde8002cc70899d5cc3db9f4f75c71b27fb7432364e9829

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65ab3b5d033c6b3bfe70059706c9f426b2c5146d8f9de2186fed077dca09a361",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-24T23:42:08Z",
    "title_canon_sha256": "59a9ba9e9bbdaacb9a2b2d3d9a515698289ee07239d7700fb68421bb645b9850"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.13856",
    "kind": "arxiv",
    "version": 2
  }
}