Pith Number

pith:RMC4HRH7

pith:2026:RMC4HRH7HXL2QPXAF5P2X3PXBN

not attested not anchored not stored refs pending

Measuring and Evaluating the Performance of Generative AI Models for Scam Detection

Cem Topcuoglu, Engin Kirda, Harel Berger, Leyla Bilge, Michalis Pachilakis, Sadia Afroz, Seyed Ali Akhavani, Vibhor Sehgal

arxiv:2607.17353 v1 · 2026-07-19 · 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{RMC4HRH7HXL2QPXAF5P2X3PXBN}

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.

Receipt and verification

First computed	2026-07-21T01:21:29.301906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b05c3c4ff3dd7a83ee02f5fabedf70b61f383cd71759536dee1affd8a5c3a19

Aliases

arxiv: 2607.17353 · arxiv_version: 2607.17353v1 · doi: 10.48550/arxiv.2607.17353 · pith_short_12: RMC4HRH7HXL2 · pith_short_16: RMC4HRH7HXL2QPXA · pith_short_8: RMC4HRH7

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/RMC4HRH7HXL2QPXAF5P2X3PXBN \
  | 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: 8b05c3c4ff3dd7a83ee02f5fabedf70b61f383cd71759536dee1affd8a5c3a19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b5f4a5925f40332e64f18265694386c05f32585bbda20849d61ad4f0e7f9067",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-19T17:28:36Z",
    "title_canon_sha256": "8a2ebc06912c0b2b43134412220aae9d8bebe450c0453b34e22830b6b7ccf8ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17353",
    "kind": "arxiv",
    "version": 1
  }
}