Pith Number

pith:S3457VWZ

pith:2024:S3457VWZUHDRLSUZV2RDVCLAOH

not attested not anchored not stored refs pending

Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects

Andrew Kao, Arun Vishwanath, Bruce Schneier, Fred Heiding, Simon Lermen

arxiv:2412.00586 v1 · 2024-11-30 · 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{S3457VWZUHDRLSUZV2RDVCLAOH}

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

3 papers in Pith

The End of Trust: How Agentic AI Breaks Security Assumptions

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

Token Buncher: Shielding LLMs from Harmful Reinforcement Learning Fine-Tuning

Receipt and verification

First computed	2026-07-05T09:42:44.006881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96f9dfd6d9a1c715ca99aea23a896071d52d1a66a79161aaf8fdb6cd74b28246

Aliases

arxiv: 2412.00586 · arxiv_version: 2412.00586v1 · doi: 10.48550/arxiv.2412.00586 · pith_short_12: S3457VWZUHDR · pith_short_16: S3457VWZUHDRLSUZ · pith_short_8: S3457VWZ

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/S3457VWZUHDRLSUZV2RDVCLAOH \
  | 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: 96f9dfd6d9a1c715ca99aea23a896071d52d1a66a79161aaf8fdb6cd74b28246

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fbd063bb13d4905400e0f0f0c0f701a309a5f9ffc87001fb3d7e8019fc41576",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-30T21:02:06Z",
    "title_canon_sha256": "484e8c4bec4b750f6c2c97e3d0dbb07b714c974a7ca14fa68d349202bdc12e67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00586",
    "kind": "arxiv",
    "version": 1
  }
}