Pith Number

pith:YCITYSXG

pith:2025:YCITYSXG6UCK44NUGKQJGU4DV4

not attested not anchored not stored refs pending

MADation: Face Morphing Attack Detection with Foundation Models

Eduarda Caldeira, Fadi Boutros, Guray Ozgur, Marija Ivanovska, Naser Damer, Peter Peer, Tahar Chettaoui, Vitomir Struc

arxiv:2501.03800 v3 · 2025-01-07 · cs.CV · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCITYSXG6UCK44NUGKQJGU4DV4}

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

R-FLoRA: Residual-Statistic-Gated Low-Rank Adaptation for Single-Image Face Morphing Attack Detection

Receipt and verification

First computed	2026-07-05T10:05:47.711801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0913c4ae6f504ae71b432a0935383af29b863d90ecdc4c6666fc7e6549bd9a0

Aliases

arxiv: 2501.03800 · arxiv_version: 2501.03800v3 · doi: 10.48550/arxiv.2501.03800 · pith_short_12: YCITYSXG6UCK · pith_short_16: YCITYSXG6UCK44NU · pith_short_8: YCITYSXG

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/YCITYSXG6UCK44NUGKQJGU4DV4 \
  | 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: c0913c4ae6f504ae71b432a0935383af29b863d90ecdc4c6666fc7e6549bd9a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60b2d7b74badc22a23e9ff0062819310f6c773daa1776ac603729de10b115d6d",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-07T14:06:57Z",
    "title_canon_sha256": "c4350035acdfa67ff7fe7afda39221c00c630d44bb39c54584d406a7e5b1c276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03800",
    "kind": "arxiv",
    "version": 3
  }
}