Pith Number

pith:R5D7XWQK

pith:2025:R5D7XWQKDSBAFF6OYJJVRVYXNC

not attested not anchored not stored refs pending

Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning

Alain Komaty, Anjith George, Hatef Otroshi Shahreza, Sebastien Marcel

arxiv:2501.08799 v1 · 2025-01-15 · 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{R5D7XWQKDSBAFF6OYJJVRVYXNC}

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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

In-context Learning of Vision Language Models for Detection of Physical and Digital Attacks against Face Recognition Systems

Receipt and verification

First computed	2026-07-05T10:01:26.289524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f47fbda0a1c820297cec25358d71768b36f064c6001649d3301ffdee7f312b4

Aliases

arxiv: 2501.08799 · arxiv_version: 2501.08799v1 · doi: 10.48550/arxiv.2501.08799 · pith_short_12: R5D7XWQKDSBA · pith_short_16: R5D7XWQKDSBAFF6O · pith_short_8: R5D7XWQK

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/R5D7XWQKDSBAFF6OYJJVRVYXNC \
  | 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: 8f47fbda0a1c820297cec25358d71768b36f064c6001649d3301ffdee7f312b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f30dfb9c8107bdcd4216539122b48b5742f9ca2340c5d0b231b652749937fa0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-15T13:46:33Z",
    "title_canon_sha256": "930748bc8dfb3a2d2babe9477064003d89ac9fbe4a14e87827a60c8fe36ef693"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08799",
    "kind": "arxiv",
    "version": 1
  }
}