Pith Number

pith:IKO5TT3D

pith:2024:IKO5TT3DIGSKOKRMSE5OBILB3B

not attested not anchored not stored refs pending

Prompted Contextual Vectors for Spear-Phishing Detection

Asaf Shabtai, Daniel Nahmias, Dan Klein, Gal Engelberg

arxiv:2402.08309 v3 · 2024-02-13 · cs.LG · cs.CL · 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{IKO5TT3DIGSKOKRMSE5OBILB3B}

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

Can We End the Cat-and-Mouse Game? Simulating Self-Evolving Phishing Attacks with LLMs and Genetic Algorithms

Receipt and verification

First computed	2026-07-05T09:53:40.197578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

429dd9cf6341a4a72a2c913ae0a161d85504937ef2957ab2e3f91844bba53030

Aliases

arxiv: 2402.08309 · arxiv_version: 2402.08309v3 · doi: 10.48550/arxiv.2402.08309 · pith_short_12: IKO5TT3DIGSK · pith_short_16: IKO5TT3DIGSKOKRM · pith_short_8: IKO5TT3D

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/IKO5TT3DIGSKOKRMSE5OBILB3B \
  | 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: 429dd9cf6341a4a72a2c913ae0a161d85504937ef2957ab2e3f91844bba53030

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2966733daafada0fc5f2c2bf6f385fef17652112ec96c5b8fdc7ef545da5036",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-13T09:12:55Z",
    "title_canon_sha256": "42303bf3318aef9d7dc64475069496f1605af51500fa4bf76857093cfbb03e85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08309",
    "kind": "arxiv",
    "version": 3
  }
}