Pith Number

pith:Z7FRZABK

pith:2025:Z7FRZABKYLN7F3ZM5YATAKWTGJ

not attested not anchored not stored refs pending

Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models

Hailin Li, Raghavendra Ramachandra, Ria Shekhawat, Sushma Venkatesh

arxiv:2505.15332 v1 · 2025-05-21 · 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{Z7FRZABKYLN7F3ZM5YATAKWTGJ}

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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

DifFoundMAD: Foundation Models meet Differential Morphing Attack Detection

Receipt and verification

First computed	2026-07-05T11:06:43.888196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfcb1c802ac2dbf2ef2cee01302ad33245ed61499a12496cbc8de97dfef11c1f

Aliases

arxiv: 2505.15332 · arxiv_version: 2505.15332v1 · doi: 10.48550/arxiv.2505.15332 · pith_short_12: Z7FRZABKYLN7 · pith_short_16: Z7FRZABKYLN7F3ZM · pith_short_8: Z7FRZABK

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/Z7FRZABKYLN7F3ZM5YATAKWTGJ \
  | 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: cfcb1c802ac2dbf2ef2cee01302ad33245ed61499a12496cbc8de97dfef11c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c88e930913145f8a3f88fe63a4133be34100e6120f1478f0428e54e29a24af95",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-21T10:05:19Z",
    "title_canon_sha256": "f86f4cd09d71d43ff57183681efe54c9accb6ff9d465f040c9553237c03358d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15332",
    "kind": "arxiv",
    "version": 1
  }
}