Pith Number

pith:E53W5EHA

pith:2025:E53W5EHA5HD2TX454OGXQN7CP6

not attested not anchored not stored refs pending

Training Users Against Human and GPT-4 Generated Social Engineering Attacks

Cleotilde Gonzalez, Fei Fang, Maria Jose Ferreira, Tailia Malloy

arxiv:2502.01764 v1 · 2025-02-03 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E53W5EHA5HD2TX454OGXQN7CP6}

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

SoK: Exposing the Generation and Detection Gaps in LLM-Generated Phishing

Receipt and verification

First computed	2026-07-05T11:03:44.571474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27776e90e0e9c7a9df9de38d7837e27fbf82c3285a9c46e317809ee010adf3ca

Aliases

arxiv: 2502.01764 · arxiv_version: 2502.01764v1 · doi: 10.48550/arxiv.2502.01764 · pith_short_12: E53W5EHA5HD2 · pith_short_16: E53W5EHA5HD2TX45 · pith_short_8: E53W5EHA

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/E53W5EHA5HD2TX454OGXQN7CP6 \
  | 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: 27776e90e0e9c7a9df9de38d7837e27fbf82c3285a9c46e317809ee010adf3ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "853559f5964a1641436c7415995d65b7bdc0b2e230f416ced78e92bc45643489",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-02-03T19:09:05Z",
    "title_canon_sha256": "4a7780c37e86c25c45fe904b429e94ddd3b13858f1df2229ff527f5746c724f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01764",
    "kind": "arxiv",
    "version": 1
  }
}